IAMJB/paper_conference_aggregate · Datasets at Hugging Face

id stringlengths 4 45	proceedings stringlengths 38 198	type stringclasses 18 values	arxiv_id stringlengths 0 10	title stringlengths 10 207	authors listlengths 1 125 ⌀	paper_page stringlengths 0 40	GitHub listlengths 0 3	Spaces listlengths 0 100	Models listlengths 0 100	Datasets listlengths 0 100	conference_name stringclasses 16 values
Workshop/Federated_Learning	https://openreview.net/forum?id=PmahoyE89G	oral	2310.13033	LASER: Linear Compression in Wireless Distributed Optimization	[ "Ashok Vardhan Makkuva", "Marco Bondaschi", "Thijs Vogels", "Martin Jaggi", "Hyeji Kim", "Michael Gastpar" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=Pj6BPHZy56	poster		MOFL/D: A Federated Multi-objective Learning Framework with Decomposition	[ "Maria Hartmann", "Grégoire Danoy", "Mohammed Alswaitti", "Pascal Bouvry" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=OoEIUohfcp	poster		Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning	[ "Georgios Papadopoulos", "yash satsangi", "Shaltiel Eloul", "Marco Pistoia" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=LiSj1GRVhL	poster		Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models	[ "Eros Fanì", "Raffaello Camoriano", "Barbara Caputo", "Marco Ciccone" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=JmrHzzDiyI	oral	2302.03098	One-shot Empirical Privacy Estimation for Federated Learning	[ "Galen Andrew", "Peter Kairouz", "Sewoong Oh", "Alina Oprea", "Hugh McMahan", "Vinith Suriyakumar" ]	https://huggingface.co/papers/2302.03098	[ "https://github.com/google-research/federated" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=HyRwexERAo	poster		Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages	[ "Wanru Zhao", "Yihong Chen", "Royson Lee", "Xinchi Qiu", "Yan Gao", "Hongxiang Fan", "Nicholas Donald Lane" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=HiPe4SjZMs	poster		Learning Optimizers for Local SGD	[ "Charles-Étienne Joseph", "Benjamin Thérien", "Abhinav Moudgil", "Boris Knyazev", "Eugene Belilovsky" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=H0inHCV05c	oral	2312.05720	Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning	[ "Jianwei Li", "Sheng Liu", "Qi Lei" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=FakNykU4PF	poster		RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation	[ "Marco Bornstein", "Amrit Bedi", "Anit Kumar Sahu", "Furqan Khan", "Furong Huang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=EmV9sGpZ7q	poster	2401.06432	Heterogeneous LoRA for Federated Fine-tuning of On-device Foundation Models	[ "Yae Jee Cho", "Luyang Liu", "Zheng Xu", "Aldi Fahrezi", "Matt Barnes", "Gauri Joshi" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=ESCL5T3EgV	poster	2307.06933	FDAPT: Federated Domain-adaptive Pre-training for Language Models	[ "Lekang Jiang", "Filip Svoboda", "Nicholas Donald Lane" ]		[ "https://github.com/scylj1/FDAPT" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=BrcHuO2BVc	poster	2311.00144	Backdoor Threats from Compromised Foundation Models to Federated Learning	[ "Xi Li", "Songhe Wang", "Chen Wu", "Hao Zhou", "Jiaqi Wang" ]		[ "https://github.com/lixi1994/backdoor_fm_fl" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=AbrnDOw8R9	poster	2310.06771	Correlated Noise Provably Beats Independent Noise for Differentially Private Learning	[ "Christopher A. Choquette-Choo", "Krishnamurthy Dj Dvijotham", "Krishna Pillutla", "Arun Ganesh", "Thomas Steinke", "Abhradeep Guha Thakurta" ]	https://huggingface.co/papers/2310.06771	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=8zduZGpzZl	oral	2310.06123	Text-driven Prompt Generation for Vision-Language Models in Federated Learning	[ "Chen Qiu", "Xingyu Li", "Chaithanya Kumar Mummadi", "Madan Ravi Ganesh", "Zhenzhen Li", "Lu Peng", "Wan-Yi Lin" ]	https://huggingface.co/papers/2310.06123	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=5JsO2DClwk	oral	2310.04627	Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning	[ "Liam Collins", "Shanshan Wu", "Sewoong Oh", "Khe Chai Sim" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=4uyyLG4KCH	poster	2310.09266	User Inference Attacks on Large Language Models	[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher A. Choquette-Choo", "Zheng Xu" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=4apX9Kcxie	poster	2311.13267	FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning	[ "Seongyoon Kim", "Gihun Lee", "Jaehoon Oh", "Se-Young Yun" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=1ww9tjEQVL	poster		FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis	[ "Connor Mclaughlin", "Lili Su" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/Federated_Learning	https://openreview.net/forum?id=06quMTmtRV	oral	2308.06522	SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models	[ "Sara Babakniya", "Ahmed Roushdy Elkordy", "Yahya H. Ezzeldin", "Qingfeng Liu", "Kee-Bong Song", "MOSTAFA EL-Khamy", "Salman Avestimehr" ]	https://huggingface.co/papers/2308.06522	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=zrgqy65sQw	poster	2311.13628	Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models	[ "Thomas Zollo", "Todd Morrill", "Zhun Deng", "Jake Snell", "Toniann Pitassi", "Richard Zemel" ]	https://huggingface.co/papers/2311.13628	[ "https://github.com/thomaspzollo/prompt_risk" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=zNgdomlg4k	poster	2312.02798	Weakly Supervised Detection of Hallucinations in LLM Activations	[ "Miriam Rateike", "Celia Cintas", "John Wamburu", "Tanya Akumu", "Skyler Speakman" ]		[ "https://github.com/Trusted-AI/adversarial-robustness-toolbox" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=zKDSfGhCoK	poster		Do Personality Tests Generalize to Large Language Models?	[ "Florian Dorner", "Tom Sühr", "Samira Samadi", "Augustin Kelava" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=zBbpEfbuTm	poster	2310.14369	MoPe: Model Perturbation-based Privacy Attacks on Language Models	[ "Jason Wang", "Jeffrey Wang", "Marvin Li", "Seth Neel" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=yOP4RvPpeK	poster		Language Model Detectors Are Easily Optimized Against	[ "Charlotte Nicks", "Eric Mitchell", "Rafael Rafailov", "Archit Sharma", "Christopher Manning", "Chelsea Finn", "Stefano Ermon" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=x3Ltqz1UFg	poster	2311.03348	Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation	[ "Rusheb Shah", "Quentin Feuillade Montixi", "Soroush Pour", "Arush Tagade", "Javier Rando" ]	https://huggingface.co/papers/2311.03348	[ "" ]	[]	[]	[ "JailbreakBench/JBB-Behaviors", "walledai/JailbreakBench" ]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=ww41yviaql	oral	2312.03140	FlexModel: A Framework for Interpretability of Distributed Large Language Models	[ "Matthew Choi", "Muhammad Adil Asif", "John Willes", "D. Emerson" ]		[ "https://github.com/vectorinstitute/flex_model" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=wKe6jE065x	poster	2310.10683	Large Language Model Unlearning	[ "Yuanshun Yao", "Xiaojun Xu", "Yang Liu" ]		[ "https://github.com/kevinyaobytedance/llm_unlearn" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=vRPnLsWQNh	poster	2312.07420	FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs	[ "Swanand Kadhe", "Anisa Halimi", "Ambrish Rawat", "Nathalie Baracaldo" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=v1WL01lgp8	poster		Efficient Evaluation of Bias in Large Language Models through Prompt Tuning	[ "Jacob-Junqi Tian", "D. Emerson", "Deval Pandya", "Laleh Seyyed-Kalantari", "Faiza Khattak" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=tko8Ln5roY	poster		Dissecting Large Language Models	[ "Nicky Pochinkov", "Nandi Schoots" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=t6ill8O1bq	poster	2311.00488	Comparing Optimization Targets for Contrast-Consistent Search	[ "Hugo Fry", "Seamus Fallows", "Jamie Wright", "Ian Fan", "Nandi Schoots" ]		[ "https://github.com/ash-ai-safety-hub/g3-nandi" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=rOiymxm8tQ	poster		AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models	[ "Sicheng Zhu", "Ruiyi Zhang", "Bang An", "Gang Wu", "Joe Barrow", "Zichao Wang", "Furong Huang", "Ani Nenkova", "Tong Sun" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=pn83r8V2sv	oral	2310.02446	Low-Resource Languages Jailbreak GPT-4	[ "Zheng Xin Yong", "Cristina Menghini", "Stephen Bach" ]	https://huggingface.co/papers/2310.02446	[ "" ]	[ "TrustSafeAI/GradientCuff-Jailbreak-Defense" ]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=pJmgsDJXe0	poster		Post-Deployment Regulatory Oversight for General-Purpose Large Language Models	[ "Carson Ezell", "Abraham Loeb" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=oss9uaPFfB	poster	2308.05374	Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment	[ "Yang Liu", "Yuanshun Yao", "Jean-Francois Ton", "Xiaoying Zhang", "Ruocheng Guo", "Hao Cheng", "Yegor Klochkov", "Muhammad Faaiz Taufiq", "Hang Li" ]	https://huggingface.co/papers/2308.05374	[ "https://github.com/kevinyaobytedance/llm_eval" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=mVhOKo62Q2	poster	2309.11166	Are Large Language Models Really Robust to Word-Level Perturbations?	[ "Haoyu Wang", "Guozheng Ma", "Cong Yu", "Ning Gui", "Linrui Zhang", "Zhiqi Huang", "Suwei Ma", "Yongzhe Chang", "Sen Zhang", "Li Shen", "Xueqian Wang", "Peilin Zhao", "Dacheng Tao" ]		[ "https://github.com/harry-mic/treval" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=m6xyTie61H	oral		Eliciting Language Model Behaviors using Reverse Language Models	[ "Jacob Pfau", "Alex Infanger", "Abhay Sheshadri", "Ayush Panda", "Julian Michael", "Curtis Huebner" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=jo57H1CpD8	oral	2310.17022	Controlled Decoding from Language Models	[ "Sidharth Mudgal", "Jong Lee", "Harish Ganapathy", "YaGuang Li", "Tao Wang", "Yanping Huang", "Zhifeng Chen", "Heng-Tze Cheng", "Michael Collins", "Jilin Chen", "Alex Beutel", "Ahmad Beirami" ]	https://huggingface.co/papers/2310.17022	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=izC60DLg29	poster		The Effect of Group Status on the Variability of Group Representations in LLM-generated Text	[ "Messi Lee", "Jacob Montgomery", "Calvin Lai" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=hCZGKGZ802	poster		Learning Inner Monologue and Its Utilization in Vision-Language Challenges	[ "Diji Yang", "Kezhen Chen", "Jinmeng Rao", "Xiaoyuan Guo", "Yawen Zhang", "Jie Yang", "Yi Zhang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=ee0kxTFS9a	poster	2311.04046	Reinforcement Learning Fine-tuning of Language Models is Biased Towards More Extractable Features	[ "Diogo Cruz", "Edoardo Pona", "Alex Holness-Tofts", "Elias Schmied", "Víctor Abia Alonso", "Charlie Griffin", "Bogdan-Ionut Cirstea" ]		[ "https://github.com/edoardopona/predicting-inductive-biases-rl" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=bak7hB0Zv9	poster	2311.10215	Predictive Minds: LLMs As Atypical Active Inference Agents	[ "Jan Kulveit" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=ZDeEYmKYrR	poster	2311.00306	Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation	[ "Xiangjue Dong", "Yibo Wang", "Philip Yu", "James Caverlee" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=Y6M3uaQwLz	oral		A Simple Test of Expected Utility Theory with GPT	[ "Mengxin Wang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=Wu975eZkO3	poster	2311.14126	Towards Auditing Large Language Models: Improving Text-based Stereotype Detection	[ "Zekun Wu", "Sahan Bulathwela", "Adriano Koshiyama" ]	https://huggingface.co/papers/2311.14126	[ "" ]	[]	[]	[ "PriyaPatel/Bias_identification" ]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=WnR5BCX8GS	poster	2310.08901	Welfare Diplomacy: Benchmarking Language Model Cooperation	[ "Gabriel Mukobi", "Hannah Erlebach", "Niklas Lauffer", "Lewis Hammond", "Alan Chan", "Jesse Clifton" ]	https://huggingface.co/papers/2310.08901	[ "https://github.com/mukobi/welfare-diplomacy" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=WcGXAxhC81	poster		A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models	[ "Wendi Cui", "Jiaxin Zhang", "Zhuohang Li", "Damien Lopez", "Kamalika Das", "Bradley Malin", "Sricharan Kumar" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=VMOMKhAm7q	oral		Compositional preference models for alignment with scalable oversight	[ "Dongyoung Go", "Tomasz Korbak", "Germàn Kruszewski", "Jos Rozen", "Marc Dymetman" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=V1740FqidS	poster		Investigating the Fairness of Large Language Models for Predictions on Tabular Data	[ "Yanchen Liu", "Srishti Gautam", "Jiaqi Ma", "Himabindu Lakkaraju" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=RDyvhOgFvQ	poster	2311.15131	Localizing Lying in Llama: Understanding Instructed Dishonesty on True-False Questions Through Prompting, Probing, and Patching	[ "James Campbell", "Phillip Guo", "Richard Ren" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=R8XHBFJOl5	poster		User Inference Attacks on LLMs	[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher Choquette-Choo", "Zheng Xu" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=QyRganPqPz	poster		Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias	[ "Jacob-Junqi Tian", "Omkar Dige", "D. Emerson", "Faiza Khattak" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=QbXf5BqyXp	oral	2312.14751	Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models	[ "Alan Chan", "Benjamin Bucknall", "Herbie Bradley", "David Krueger" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=QSPHfgw5fp	poster		Developing A Conceptual Framework for Analyzing People in Unstructured Data	[ "Mark Diaz", "Sunipa Dev", "Emily Reif", "Emily Denton", "Vinodkumar Prabhakaran" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=PjSx6xAUOu	oral		Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages	[ "Wanru Zhao", "Yihong Chen" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=OOetzM2riA	oral	2310.07837	Measuring Feature Sparsity in Language Models	[ "Mingyang Deng", "Lucas Tao", "Joe Benton" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=OFqYErcNDO	poster	2309.16240	Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints	[ "Chaoqi Wang", "Yibo Jiang", "Chenghao Yang", "Han Liu", "Yuxin Chen" ]	https://huggingface.co/papers/2309.16240	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=LGjqs5ILdN	oral	2310.17769	Social Contract AI: Aligning AI Assistants with Implicit Group Norms	[ "Jan-Philipp Fränken", "Samuel Kwok", "Peixuan Ye", "Kanishk Gandhi", "Dilip Arumugam", "Jared Moore", "Alex Tamkin", "Tobias Gerstenberg", "Noah Goodman" ]		[ "https://github.com/janphilippfranken/scai" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=L2ZIcu5fxS	oral	2306.09983	Evaluating Superhuman Models with Consistency Checks	[ "Lukas Fluri", "Daniel Paleka", "Florian Tramèr" ]	https://huggingface.co/papers/2306.09983	[ "https://github.com/ethz-spylab/superhuman-ai-consistency" ]	[ "latticeflow/compl-ai-board" ]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=Jct5Lup1DJ	poster	2311.10538	Testing Language Model Agents Safely in the Wild	[ "Silen Naihin", "David Atkinson", "Marc Green", "Merwane Hamadi", "Craig Swift", "Douglas Schonholtz", "Adam Tauman Kalai", "David Bau" ]	https://huggingface.co/papers/2311.10538	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=Inj5PhZfRn	poster	2310.04313	KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services	[ "Dasol Choi", "Jooyoung Song", "Eunsun Lee", "Seo Jin woo", "HeeJune Park", "Dongbin Na" ]		[ "https://github.com/dasol-choi/komultitext" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=HoIEKQhiRs	poster		An International Consortium for AI Risk Evaluations	[ "Ross Gruetzemacher", "Alan Chan", "Štěpán Los", "Kevin Frazier", "Siméon Campos", "Matija Franklin", "James Fox", "Jose Hernandez-Orallo", "Christin Manning", "Philip Tomei", "Kyle Kilian" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=HiMzlsYGZ8	poster	2307.02185	Citation: A Key to Building Responsible and Accountable Large Language Models	[ "Jie Huang", "Kevin Chang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=Fc2FaS9mYJ	oral	2312.07930	Towards Optimal Statistical Watermarking	[ "Baihe Huang", "Banghua Zhu", "Hanlin Zhu", "Jason Lee", "Jiantao Jiao", "Michael Jordan" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=FMINWxrHOJ	poster	2310.16763	SuperHF: Supervised Iterative Learning from Human Feedback	[ "Gabriel Mukobi", "Peter Chatain", "Su Fong", "Robert Windesheim", "Gitta Kutyniok", "Kush Bhatia", "Silas Alberti" ]	https://huggingface.co/papers/2310.16763	[ "https://github.com/openfeedback/superhf" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=FKwtKzglFb	poster		Training Private and Efficient Language Models with Synthetic Data from LLMs	[ "Da Yu", "Arturs Backurs", "Sivakanth Gopi", "Huseyin Inan", "Janardhan Kulkarni", "Zinan Lin", "Chulin Xie", "Huishuai Zhang", "Wanrong Zhang" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=DRk4bWKr41	oral		Towards a Situational Awareness Benchmark for LLMs	[ "Rudolf Laine", "Alexander Meinke", "Owain Evans" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=AW1T4xxZ6F	poster		Risk Assessment and Statistical Significance in the Age of Foundation Models	[ "Apoorva Nitsure", "Youssef Mroueh", "Mattia Rigotti", "Kristjan Greenewald", "Brian Belgodere", "Mikhail Yurochkin", "Jiri Navratil", "Igor Melnyk", "Jarret Ross" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=9xhUufywBX	oral		An Archival Perspective on Pretraining Data	[ "Meera Desai", "Abigail Jacobs", "Dallas Card" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=9O6hbiDLU7	oral	2308.13111	Bayesian low-rank adaptation for large language models	[ "Adam Yang", "Maxime Robeyns", "Xi Wang", "Laurence Aitchison" ]	https://huggingface.co/papers/2308.13111	[ "https://github.com/maximerobeyns/bayesian_lora" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=8iXdNXW34d	poster	2312.10059	A collection of principles for guiding and evaluating large language models	[ "Konstantin Hebenstreit", "Robert Praas", "Matthias Samwald" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=6pnRSD1xFe	poster	2405.00588	Are Models Biased on Text without Gender-related Language?	[ "Catarina Belém", "Preethi Seshadri", "Yasaman Razeghi", "Sameer Singh" ]	https://huggingface.co/papers/2405.00588	[ "https://github.com/ucinlp/unstereo-eval" ]	[]	[]	[ "ucinlp/unstereo-eval" ]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=6mreYNKLKv	poster	2310.07582	Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT	[ "Dean Hazineh", "Zechen Zhang", "Jeffrey Chiu" ]		[ "https://github.com/deanhazineh/emergent-world-representations-othello" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=6mHKQkV8NY	poster		The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models	[ "Hannah Kirk", "Bertie Vidgen", "Paul Rottger", "Scott Hale" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=6U1HlBXezs	poster		Understanding Hidden Context in Preference Learning: Consequences for RLHF	[ "Anand Siththaranjan", "Cassidy Laidlaw", "Dylan Hadfield-Menell" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=5hY19x1hdq	oral	2311.09443	Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset	[ "Anna Richter", "Brooklyn Sheppard", "Allison Cohen", "Elizabeth Smith", "Tamara Kneese", "Carolyne Pelletier", "Ioana Baldini", "Yue Dong" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=4JNa7bg4tn	poster		Towards Publicly Accountable Frontier LLMs	[ "Markus Anderljung", "Everett Smith", "Joe O'Brien", "Lisa Soder", "Benjamin Bucknall", "Emma Bluemke", "Jonas Schuett", "Robert Trager", "Lacey Strahm", "Rumman Chowdhury" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=4Edaw1GjNU	poster	2312.09230	Successor Heads: Recurring, Interpretable Attention Heads In The Wild	[ "Rhys Gould", "Euan Ong", "George Ogden", "Arthur Conmy" ]	https://huggingface.co/papers/2312.09230	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/SoLaR	https://openreview.net/forum?id=1kavETZX3Y	poster		Forbidden Facts: An Investigation of Competing Objectives in Llama 2	[ "Tony Wang", "Miles Kai", "Kaivalya Hariharan", "Nir Shavit" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=zZPICTs5gB	poster		A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties	[ "Adam P. Generale", "Conlain Kelly", "Grayson Harrington", "Andreas Euan Robertson", "Michael Buzzy", "Surya Kalidindi" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=yVLGEnHSEU	poster	2306.14919	Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction	[ "Eduardo Soares", "Emilio Vital Brazil", "Karen Fiorella Aquino Gutierrez", "Renato Cerqueira", "Daniel P Sanders", "Kristin Schmidt", "Dmitry Zubarev" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=xxyHjer00Y	poster	2403.11347	Phonon predictions with E(3)-equivariant graph neural networks	[ "Shiang Fang", "Mario Geiger", "Joseph Checkelsky", "Tess Smidt" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=wug7i3O7y1	poster		MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning	[ "Thorben Prein", "Elton Pan", "Tom Doerr", "Elsa Olivetti", "Jennifer L.M. Rupp" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=waQPqifiuC	poster		Data Efficient Training for Materials Property Prediction Using Active Learning Querying	[ "Carmelo Gonzales", "Kin Long Kelvin Lee", "Bin Mu", "Mikhail Galkin", "Santiago Miret" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=u6ndfkFRJC	poster	2310.08383	Reconstructing Materials Tetrahedron: Challenges in Materials Information Extraction	[ "Kausik Hira", "Mohd Zaki", "Dhruvil Bhavesh Sheth", "Mausam .", "N M Anoop Krishnan" ]		[ "https://github.com/m3rg-iitd/matsci-ie-challanges" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=trnzZVhXj2	oral	2311.09235	Scalable Diffusion for Materials Generation	[ "Sherry Yang", "KwangHwan Cho", "Amil Merchant", "Pieter Abbeel", "Dale Schuurmans", "Igor Mordatch", "Ekin Dogus Cubuk" ]	https://huggingface.co/papers/2311.09235	[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=teN9tMyzCm	poster	2310.02094	CoNO: Complex Neural Operator for Continuous Dynamical Systems	[ "Karn Tiwari", "N M Anoop Krishnan", "Prathosh AP" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=rz7qRZqk9h	poster		Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery	[ "Tong Xie", "Yuwei Wan", "Ke Lu", "Wenjie Zhang", "Chunyu Kit", "Bram Hoex" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=rTSMwxnY4f	poster	2310.06682	On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions	[ "Alvaro Carbonero", "Alexandre AGM Duval", "Victor Schmidt", "Santiago Miret", "Alex Hernández-García", "Yoshua Bengio", "David Rolnick" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=qpQr8px2Pz	poster		Retrieval of synthesis parameters of polymer nanocomposites using LLMs	[ "Defne Circi", "Ghazal Khalighinejad", "Shruti Badhwar", "Bhuwan Dhingra", "L. Brinson" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=qBWcaz5pWd	poster		Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures	[ "Thomas Lu", "Aarti Singh" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=pKmcMaULn1	poster		CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts	[ "Xin Yang", "Renata Sechi", "Martin Hoffmann Petersen", "Arghya Bhowmik", "Heine Anton Hansen" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=oRKWhmtUG6	poster	2311.13778	Accurate Prediction of Experimental Band Gaps from Large Language Model-Based Data Extraction	[ "Samuel J. Yang", "Shutong Li", "Subhashini Venugopalan", "Vahe Tshitoyan", "Muratahan Aykol", "Amil Merchant", "Ekin Dogus Cubuk", "Gowoon Cheon" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=mlQMqXo083	poster		Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts	[ "Saber Nemati", "Seyedeh Shaghayegh Rabbanian", "Hao Wang", "Leslie Butler", "Shengmin Guo" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=mVttK4r1Zt	poster		Active learning for excited states dynamics simulations to discover molecular degradation pathways	[ "Chen Zhou", "Prashant Kumar", "Daniel Escudero", "Pascal Friederich" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=mE6ldawl0n	poster	2311.05407	Data Distillation for Neural Network Potentials toward Foundational Dataset	[ "Gang Seob Jung", "Sangkeun Lee", "Jong Choi" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=m0YBr6wFin	poster	2312.11487	Symbolic Learning for Material Discovery	[ "Daniel Cunnington", "Flaviu Cipcigan", "Rodrigo Neumann Barros Ferreira", "Jonathan Booth" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=lXHSXyyLhd	oral		Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model	[ "Eduardo Soares", "Vidushi Sharma", "Emilio Vital Brazil", "Renato Cerqueira", "Young-Hye Na" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=l3K28QS6R6	poster		Connectivity Optimized Nested Line Graph Networks for Crystal Structures	[ "Robin Ruff", "Patrick Reiser", "Jan Stuehmer", "Pascal Friederich" ]		[ "" ]	[]	[]	[]	NeurIPS2024
Workshop/AI4Mat	https://openreview.net/forum?id=l167FjdPOv	oral		Crystal-GFN: sampling materials with desirable properties and constraints	[ "Mistal", "Alex Hernández-García", "Alexandra Volokhova", "Alexandre AGM Duval", "Yoshua Bengio", "Divya Sharma", "Pierre Luc Carrier", "Michał Koziarski", "Victor Schmidt" ]		[ "" ]	[]	[]	[]	NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=PmahoyE89G

oral

2310.13033

LASER: Linear Compression in Wireless Distributed Optimization

[ "Ashok Vardhan Makkuva", "Marco Bondaschi", "Thijs Vogels", "Martin Jaggi", "Hyeji Kim", "Michael Gastpar" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=Pj6BPHZy56

poster

MOFL/D: A Federated Multi-objective Learning Framework with Decomposition

[ "Maria Hartmann", "Grégoire Danoy", "Mohammed Alswaitti", "Pascal Bouvry" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=OoEIUohfcp

poster

Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning

[ "Georgios Papadopoulos", "yash satsangi", "Shaltiel Eloul", "Marco Pistoia" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=LiSj1GRVhL

poster

Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models

[ "Eros Fanì", "Raffaello Camoriano", "Barbara Caputo", "Marco Ciccone" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=JmrHzzDiyI

oral

2302.03098

One-shot Empirical Privacy Estimation for Federated Learning

[ "Galen Andrew", "Peter Kairouz", "Sewoong Oh", "Alina Oprea", "Hugh McMahan", "Vinith Suriyakumar" ]

https://huggingface.co/papers/2302.03098

[ "https://github.com/google-research/federated" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=HyRwexERAo

poster

Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages

[ "Wanru Zhao", "Yihong Chen", "Royson Lee", "Xinchi Qiu", "Yan Gao", "Hongxiang Fan", "Nicholas Donald Lane" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=HiPe4SjZMs

poster

Learning Optimizers for Local SGD

[ "Charles-Étienne Joseph", "Benjamin Thérien", "Abhinav Moudgil", "Boris Knyazev", "Eugene Belilovsky" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=H0inHCV05c

oral

2312.05720

Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning

[ "Jianwei Li", "Sheng Liu", "Qi Lei" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=FakNykU4PF

poster

RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation

[ "Marco Bornstein", "Amrit Bedi", "Anit Kumar Sahu", "Furqan Khan", "Furong Huang" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=EmV9sGpZ7q

poster

2401.06432

Heterogeneous LoRA for Federated Fine-tuning of On-device Foundation Models

[ "Yae Jee Cho", "Luyang Liu", "Zheng Xu", "Aldi Fahrezi", "Matt Barnes", "Gauri Joshi" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=ESCL5T3EgV

poster

2307.06933

FDAPT: Federated Domain-adaptive Pre-training for Language Models

[ "Lekang Jiang", "Filip Svoboda", "Nicholas Donald Lane" ]

[ "https://github.com/scylj1/FDAPT" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=BrcHuO2BVc

poster

2311.00144

Backdoor Threats from Compromised Foundation Models to Federated Learning

[ "Xi Li", "Songhe Wang", "Chen Wu", "Hao Zhou", "Jiaqi Wang" ]

[ "https://github.com/lixi1994/backdoor_fm_fl" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=AbrnDOw8R9

poster

2310.06771

Correlated Noise Provably Beats Independent Noise for Differentially Private Learning

[ "Christopher A. Choquette-Choo", "Krishnamurthy Dj Dvijotham", "Krishna Pillutla", "Arun Ganesh", "Thomas Steinke", "Abhradeep Guha Thakurta" ]

https://huggingface.co/papers/2310.06771

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=8zduZGpzZl

oral

2310.06123

Text-driven Prompt Generation for Vision-Language Models in Federated Learning

[ "Chen Qiu", "Xingyu Li", "Chaithanya Kumar Mummadi", "Madan Ravi Ganesh", "Zhenzhen Li", "Lu Peng", "Wan-Yi Lin" ]

https://huggingface.co/papers/2310.06123

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=5JsO2DClwk

oral

2310.04627

Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning

[ "Liam Collins", "Shanshan Wu", "Sewoong Oh", "Khe Chai Sim" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=4uyyLG4KCH

poster

2310.09266

User Inference Attacks on Large Language Models

[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher A. Choquette-Choo", "Zheng Xu" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=4apX9Kcxie

poster

2311.13267

FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning

[ "Seongyoon Kim", "Gihun Lee", "Jaehoon Oh", "Se-Young Yun" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=1ww9tjEQVL

poster

FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis

[ "Connor Mclaughlin", "Lili Su" ]

[ "" ]

[]

NeurIPS2024

Workshop/Federated_Learning

https://openreview.net/forum?id=06quMTmtRV

oral

2308.06522

SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models

[ "Sara Babakniya", "Ahmed Roushdy Elkordy", "Yahya H. Ezzeldin", "Qingfeng Liu", "Kee-Bong Song", "MOSTAFA EL-Khamy", "Salman Avestimehr" ]

https://huggingface.co/papers/2308.06522

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=zrgqy65sQw

poster

2311.13628

Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models

[ "Thomas Zollo", "Todd Morrill", "Zhun Deng", "Jake Snell", "Toniann Pitassi", "Richard Zemel" ]

https://huggingface.co/papers/2311.13628

[ "https://github.com/thomaspzollo/prompt_risk" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=zNgdomlg4k

poster

2312.02798

Weakly Supervised Detection of Hallucinations in LLM Activations

[ "Miriam Rateike", "Celia Cintas", "John Wamburu", "Tanya Akumu", "Skyler Speakman" ]

[ "https://github.com/Trusted-AI/adversarial-robustness-toolbox" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=zKDSfGhCoK

poster

Do Personality Tests Generalize to Large Language Models?

[ "Florian Dorner", "Tom Sühr", "Samira Samadi", "Augustin Kelava" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=zBbpEfbuTm

poster

2310.14369

MoPe: Model Perturbation-based Privacy Attacks on Language Models

[ "Jason Wang", "Jeffrey Wang", "Marvin Li", "Seth Neel" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=yOP4RvPpeK

poster

Language Model Detectors Are Easily Optimized Against

[ "Charlotte Nicks", "Eric Mitchell", "Rafael Rafailov", "Archit Sharma", "Christopher Manning", "Chelsea Finn", "Stefano Ermon" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=x3Ltqz1UFg

poster

2311.03348

Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation

[ "Rusheb Shah", "Quentin Feuillade Montixi", "Soroush Pour", "Arush Tagade", "Javier Rando" ]

https://huggingface.co/papers/2311.03348

[ "" ]

[]

[ "JailbreakBench/JBB-Behaviors", "walledai/JailbreakBench" ]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=ww41yviaql

oral

2312.03140

FlexModel: A Framework for Interpretability of Distributed Large Language Models

[ "Matthew Choi", "Muhammad Adil Asif", "John Willes", "D. Emerson" ]

[ "https://github.com/vectorinstitute/flex_model" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=wKe6jE065x

poster

2310.10683

Large Language Model Unlearning

[ "Yuanshun Yao", "Xiaojun Xu", "Yang Liu" ]

[ "https://github.com/kevinyaobytedance/llm_unlearn" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=vRPnLsWQNh

poster

2312.07420

FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs

[ "Swanand Kadhe", "Anisa Halimi", "Ambrish Rawat", "Nathalie Baracaldo" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=v1WL01lgp8

poster

Efficient Evaluation of Bias in Large Language Models through Prompt Tuning

[ "Jacob-Junqi Tian", "D. Emerson", "Deval Pandya", "Laleh Seyyed-Kalantari", "Faiza Khattak" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=tko8Ln5roY

poster

Dissecting Large Language Models

[ "Nicky Pochinkov", "Nandi Schoots" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=t6ill8O1bq

poster

2311.00488

Comparing Optimization Targets for Contrast-Consistent Search

[ "Hugo Fry", "Seamus Fallows", "Jamie Wright", "Ian Fan", "Nandi Schoots" ]

[ "https://github.com/ash-ai-safety-hub/g3-nandi" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=rOiymxm8tQ

poster

AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models

[ "Sicheng Zhu", "Ruiyi Zhang", "Bang An", "Gang Wu", "Joe Barrow", "Zichao Wang", "Furong Huang", "Ani Nenkova", "Tong Sun" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=pn83r8V2sv

oral

2310.02446

Low-Resource Languages Jailbreak GPT-4

[ "Zheng Xin Yong", "Cristina Menghini", "Stephen Bach" ]

https://huggingface.co/papers/2310.02446

[ "" ]

[ "TrustSafeAI/GradientCuff-Jailbreak-Defense" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=pJmgsDJXe0

poster

Post-Deployment Regulatory Oversight for General-Purpose Large Language Models

[ "Carson Ezell", "Abraham Loeb" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=oss9uaPFfB

poster

2308.05374

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

[ "Yang Liu", "Yuanshun Yao", "Jean-Francois Ton", "Xiaoying Zhang", "Ruocheng Guo", "Hao Cheng", "Yegor Klochkov", "Muhammad Faaiz Taufiq", "Hang Li" ]

https://huggingface.co/papers/2308.05374

[ "https://github.com/kevinyaobytedance/llm_eval" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=mVhOKo62Q2

poster

2309.11166

Are Large Language Models Really Robust to Word-Level Perturbations?

[ "Haoyu Wang", "Guozheng Ma", "Cong Yu", "Ning Gui", "Linrui Zhang", "Zhiqi Huang", "Suwei Ma", "Yongzhe Chang", "Sen Zhang", "Li Shen", "Xueqian Wang", "Peilin Zhao", "Dacheng Tao" ]

[ "https://github.com/harry-mic/treval" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=m6xyTie61H

oral

Eliciting Language Model Behaviors using Reverse Language Models

[ "Jacob Pfau", "Alex Infanger", "Abhay Sheshadri", "Ayush Panda", "Julian Michael", "Curtis Huebner" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=jo57H1CpD8

oral

2310.17022

Controlled Decoding from Language Models

[ "Sidharth Mudgal", "Jong Lee", "Harish Ganapathy", "YaGuang Li", "Tao Wang", "Yanping Huang", "Zhifeng Chen", "Heng-Tze Cheng", "Michael Collins", "Jilin Chen", "Alex Beutel", "Ahmad Beirami" ]

https://huggingface.co/papers/2310.17022

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=izC60DLg29

poster

The Effect of Group Status on the Variability of Group Representations in LLM-generated Text

[ "Messi Lee", "Jacob Montgomery", "Calvin Lai" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=hCZGKGZ802

poster

Learning Inner Monologue and Its Utilization in Vision-Language Challenges

[ "Diji Yang", "Kezhen Chen", "Jinmeng Rao", "Xiaoyuan Guo", "Yawen Zhang", "Jie Yang", "Yi Zhang" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=ee0kxTFS9a

poster

2311.04046

Reinforcement Learning Fine-tuning of Language Models is Biased Towards More Extractable Features

[ "Diogo Cruz", "Edoardo Pona", "Alex Holness-Tofts", "Elias Schmied", "Víctor Abia Alonso", "Charlie Griffin", "Bogdan-Ionut Cirstea" ]

[ "https://github.com/edoardopona/predicting-inductive-biases-rl" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=bak7hB0Zv9

poster

2311.10215

Predictive Minds: LLMs As Atypical Active Inference Agents

[ "Jan Kulveit" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=ZDeEYmKYrR

poster

2311.00306

Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation

[ "Xiangjue Dong", "Yibo Wang", "Philip Yu", "James Caverlee" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=Y6M3uaQwLz

oral

A Simple Test of Expected Utility Theory with GPT

[ "Mengxin Wang" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=Wu975eZkO3

poster

2311.14126

Towards Auditing Large Language Models: Improving Text-based Stereotype Detection

[ "Zekun Wu", "Sahan Bulathwela", "Adriano Koshiyama" ]

https://huggingface.co/papers/2311.14126

[ "" ]

[]

[ "PriyaPatel/Bias_identification" ]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=WnR5BCX8GS

poster

2310.08901

Welfare Diplomacy: Benchmarking Language Model Cooperation

[ "Gabriel Mukobi", "Hannah Erlebach", "Niklas Lauffer", "Lewis Hammond", "Alan Chan", "Jesse Clifton" ]

https://huggingface.co/papers/2310.08901

[ "https://github.com/mukobi/welfare-diplomacy" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=WcGXAxhC81

poster

A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models

[ "Wendi Cui", "Jiaxin Zhang", "Zhuohang Li", "Damien Lopez", "Kamalika Das", "Bradley Malin", "Sricharan Kumar" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=VMOMKhAm7q

oral

Compositional preference models for alignment with scalable oversight

[ "Dongyoung Go", "Tomasz Korbak", "Germàn Kruszewski", "Jos Rozen", "Marc Dymetman" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=V1740FqidS

poster

Investigating the Fairness of Large Language Models for Predictions on Tabular Data

[ "Yanchen Liu", "Srishti Gautam", "Jiaqi Ma", "Himabindu Lakkaraju" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=RDyvhOgFvQ

poster

2311.15131

Localizing Lying in Llama: Understanding Instructed Dishonesty on True-False Questions Through Prompting, Probing, and Patching

[ "James Campbell", "Phillip Guo", "Richard Ren" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=R8XHBFJOl5

poster

User Inference Attacks on LLMs

[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher Choquette-Choo", "Zheng Xu" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=QyRganPqPz

poster

Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias

[ "Jacob-Junqi Tian", "Omkar Dige", "D. Emerson", "Faiza Khattak" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=QbXf5BqyXp

oral

2312.14751

Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models

[ "Alan Chan", "Benjamin Bucknall", "Herbie Bradley", "David Krueger" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=QSPHfgw5fp

poster

Developing A Conceptual Framework for Analyzing People in Unstructured Data

[ "Mark Diaz", "Sunipa Dev", "Emily Reif", "Emily Denton", "Vinodkumar Prabhakaran" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=PjSx6xAUOu

oral

Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages

[ "Wanru Zhao", "Yihong Chen" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=OOetzM2riA

oral

2310.07837

Measuring Feature Sparsity in Language Models

[ "Mingyang Deng", "Lucas Tao", "Joe Benton" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=OFqYErcNDO

poster

2309.16240

Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints

[ "Chaoqi Wang", "Yibo Jiang", "Chenghao Yang", "Han Liu", "Yuxin Chen" ]

https://huggingface.co/papers/2309.16240

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=LGjqs5ILdN

oral

2310.17769

Social Contract AI: Aligning AI Assistants with Implicit Group Norms

[ "Jan-Philipp Fränken", "Samuel Kwok", "Peixuan Ye", "Kanishk Gandhi", "Dilip Arumugam", "Jared Moore", "Alex Tamkin", "Tobias Gerstenberg", "Noah Goodman" ]

[ "https://github.com/janphilippfranken/scai" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=L2ZIcu5fxS

oral

2306.09983

Evaluating Superhuman Models with Consistency Checks

[ "Lukas Fluri", "Daniel Paleka", "Florian Tramèr" ]

https://huggingface.co/papers/2306.09983

[ "https://github.com/ethz-spylab/superhuman-ai-consistency" ]

[ "latticeflow/compl-ai-board" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=Jct5Lup1DJ

poster

2311.10538

Testing Language Model Agents Safely in the Wild

[ "Silen Naihin", "David Atkinson", "Marc Green", "Merwane Hamadi", "Craig Swift", "Douglas Schonholtz", "Adam Tauman Kalai", "David Bau" ]

https://huggingface.co/papers/2311.10538

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=Inj5PhZfRn

poster

2310.04313

KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services

[ "Dasol Choi", "Jooyoung Song", "Eunsun Lee", "Seo Jin woo", "HeeJune Park", "Dongbin Na" ]

[ "https://github.com/dasol-choi/komultitext" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=HoIEKQhiRs

poster

An International Consortium for AI Risk Evaluations

[ "Ross Gruetzemacher", "Alan Chan", "Štěpán Los", "Kevin Frazier", "Siméon Campos", "Matija Franklin", "James Fox", "Jose Hernandez-Orallo", "Christin Manning", "Philip Tomei", "Kyle Kilian" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=HiMzlsYGZ8

poster

2307.02185

Citation: A Key to Building Responsible and Accountable Large Language Models

[ "Jie Huang", "Kevin Chang" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=Fc2FaS9mYJ

oral

2312.07930

Towards Optimal Statistical Watermarking

[ "Baihe Huang", "Banghua Zhu", "Hanlin Zhu", "Jason Lee", "Jiantao Jiao", "Michael Jordan" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=FMINWxrHOJ

poster

2310.16763

SuperHF: Supervised Iterative Learning from Human Feedback

[ "Gabriel Mukobi", "Peter Chatain", "Su Fong", "Robert Windesheim", "Gitta Kutyniok", "Kush Bhatia", "Silas Alberti" ]

https://huggingface.co/papers/2310.16763

[ "https://github.com/openfeedback/superhf" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=FKwtKzglFb

poster

Training Private and Efficient Language Models with Synthetic Data from LLMs

[ "Da Yu", "Arturs Backurs", "Sivakanth Gopi", "Huseyin Inan", "Janardhan Kulkarni", "Zinan Lin", "Chulin Xie", "Huishuai Zhang", "Wanrong Zhang" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=DRk4bWKr41

oral

Towards a Situational Awareness Benchmark for LLMs

[ "Rudolf Laine", "Alexander Meinke", "Owain Evans" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=AW1T4xxZ6F

poster

Risk Assessment and Statistical Significance in the Age of Foundation Models

[ "Apoorva Nitsure", "Youssef Mroueh", "Mattia Rigotti", "Kristjan Greenewald", "Brian Belgodere", "Mikhail Yurochkin", "Jiri Navratil", "Igor Melnyk", "Jarret Ross" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=9xhUufywBX

oral

An Archival Perspective on Pretraining Data

[ "Meera Desai", "Abigail Jacobs", "Dallas Card" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=9O6hbiDLU7

oral

2308.13111

Bayesian low-rank adaptation for large language models

[ "Adam Yang", "Maxime Robeyns", "Xi Wang", "Laurence Aitchison" ]

https://huggingface.co/papers/2308.13111

[ "https://github.com/maximerobeyns/bayesian_lora" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=8iXdNXW34d

poster

2312.10059

A collection of principles for guiding and evaluating large language models

[ "Konstantin Hebenstreit", "Robert Praas", "Matthias Samwald" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=6pnRSD1xFe

poster

2405.00588

Are Models Biased on Text without Gender-related Language?

[ "Catarina Belém", "Preethi Seshadri", "Yasaman Razeghi", "Sameer Singh" ]

https://huggingface.co/papers/2405.00588

[ "https://github.com/ucinlp/unstereo-eval" ]

[]

[ "ucinlp/unstereo-eval" ]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=6mreYNKLKv

poster

2310.07582

Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT

[ "Dean Hazineh", "Zechen Zhang", "Jeffrey Chiu" ]

[ "https://github.com/deanhazineh/emergent-world-representations-othello" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=6mHKQkV8NY

poster

The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models

[ "Hannah Kirk", "Bertie Vidgen", "Paul Rottger", "Scott Hale" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=6U1HlBXezs

poster

Understanding Hidden Context in Preference Learning: Consequences for RLHF

[ "Anand Siththaranjan", "Cassidy Laidlaw", "Dylan Hadfield-Menell" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=5hY19x1hdq

oral

2311.09443

Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset

[ "Anna Richter", "Brooklyn Sheppard", "Allison Cohen", "Elizabeth Smith", "Tamara Kneese", "Carolyne Pelletier", "Ioana Baldini", "Yue Dong" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=4JNa7bg4tn

poster

Towards Publicly Accountable Frontier LLMs

[ "Markus Anderljung", "Everett Smith", "Joe O'Brien", "Lisa Soder", "Benjamin Bucknall", "Emma Bluemke", "Jonas Schuett", "Robert Trager", "Lacey Strahm", "Rumman Chowdhury" ]

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=4Edaw1GjNU

poster

2312.09230

Successor Heads: Recurring, Interpretable Attention Heads In The Wild

[ "Rhys Gould", "Euan Ong", "George Ogden", "Arthur Conmy" ]

https://huggingface.co/papers/2312.09230

[ "" ]

[]

NeurIPS2024

Workshop/SoLaR

https://openreview.net/forum?id=1kavETZX3Y

poster

Forbidden Facts: An Investigation of Competing Objectives in Llama 2

[ "Tony Wang", "Miles Kai", "Kaivalya Hariharan", "Nir Shavit" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=zZPICTs5gB

poster

A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties

[ "Adam P. Generale", "Conlain Kelly", "Grayson Harrington", "Andreas Euan Robertson", "Michael Buzzy", "Surya Kalidindi" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=yVLGEnHSEU

poster

2306.14919

Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction

[ "Eduardo Soares", "Emilio Vital Brazil", "Karen Fiorella Aquino Gutierrez", "Renato Cerqueira", "Daniel P Sanders", "Kristin Schmidt", "Dmitry Zubarev" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=xxyHjer00Y

poster

2403.11347

Phonon predictions with E(3)-equivariant graph neural networks

[ "Shiang Fang", "Mario Geiger", "Joseph Checkelsky", "Tess Smidt" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=wug7i3O7y1

poster

MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning

[ "Thorben Prein", "Elton Pan", "Tom Doerr", "Elsa Olivetti", "Jennifer L.M. Rupp" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=waQPqifiuC

poster

Data Efficient Training for Materials Property Prediction Using Active Learning Querying

[ "Carmelo Gonzales", "Kin Long Kelvin Lee", "Bin Mu", "Mikhail Galkin", "Santiago Miret" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=u6ndfkFRJC

poster

2310.08383

Reconstructing Materials Tetrahedron: Challenges in Materials Information Extraction

[ "Kausik Hira", "Mohd Zaki", "Dhruvil Bhavesh Sheth", "Mausam .", "N M Anoop Krishnan" ]

[ "https://github.com/m3rg-iitd/matsci-ie-challanges" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=trnzZVhXj2

oral

2311.09235

Scalable Diffusion for Materials Generation

[ "Sherry Yang", "KwangHwan Cho", "Amil Merchant", "Pieter Abbeel", "Dale Schuurmans", "Igor Mordatch", "Ekin Dogus Cubuk" ]

https://huggingface.co/papers/2311.09235

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=teN9tMyzCm

poster

2310.02094

CoNO: Complex Neural Operator for Continuous Dynamical Systems

[ "Karn Tiwari", "N M Anoop Krishnan", "Prathosh AP" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=rz7qRZqk9h

poster

Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery

[ "Tong Xie", "Yuwei Wan", "Ke Lu", "Wenjie Zhang", "Chunyu Kit", "Bram Hoex" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=rTSMwxnY4f

poster

2310.06682

On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions

[ "Alvaro Carbonero", "Alexandre AGM Duval", "Victor Schmidt", "Santiago Miret", "Alex Hernández-García", "Yoshua Bengio", "David Rolnick" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=qpQr8px2Pz

poster

Retrieval of synthesis parameters of polymer nanocomposites using LLMs

[ "Defne Circi", "Ghazal Khalighinejad", "Shruti Badhwar", "Bhuwan Dhingra", "L. Brinson" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=qBWcaz5pWd

poster

Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures

[ "Thomas Lu", "Aarti Singh" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=pKmcMaULn1

poster

CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts

[ "Xin Yang", "Renata Sechi", "Martin Hoffmann Petersen", "Arghya Bhowmik", "Heine Anton Hansen" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=oRKWhmtUG6

poster

2311.13778

Accurate Prediction of Experimental Band Gaps from Large Language Model-Based Data Extraction

[ "Samuel J. Yang", "Shutong Li", "Subhashini Venugopalan", "Vahe Tshitoyan", "Muratahan Aykol", "Amil Merchant", "Ekin Dogus Cubuk", "Gowoon Cheon" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=mlQMqXo083

poster

Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts

[ "Saber Nemati", "Seyedeh Shaghayegh Rabbanian", "Hao Wang", "Leslie Butler", "Shengmin Guo" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=mVttK4r1Zt

poster

Active learning for excited states dynamics simulations to discover molecular degradation pathways

[ "Chen Zhou", "Prashant Kumar", "Daniel Escudero", "Pascal Friederich" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=mE6ldawl0n

poster

2311.05407

Data Distillation for Neural Network Potentials toward Foundational Dataset

[ "Gang Seob Jung", "Sangkeun Lee", "Jong Choi" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=m0YBr6wFin

poster

2312.11487

Symbolic Learning for Material Discovery

[ "Daniel Cunnington", "Flaviu Cipcigan", "Rodrigo Neumann Barros Ferreira", "Jonathan Booth" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=lXHSXyyLhd

oral

Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model

[ "Eduardo Soares", "Vidushi Sharma", "Emilio Vital Brazil", "Renato Cerqueira", "Young-Hye Na" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=l3K28QS6R6

poster

Connectivity Optimized Nested Line Graph Networks for Crystal Structures

[ "Robin Ruff", "Patrick Reiser", "Jan Stuehmer", "Pascal Friederich" ]

[ "" ]

[]

NeurIPS2024

Workshop/AI4Mat

https://openreview.net/forum?id=l167FjdPOv

oral

Crystal-GFN: sampling materials with desirable properties and constraints

[ "Mistal", "Alex Hernández-García", "Alexandra Volokhova", "Alexandre AGM Duval", "Yoshua Bengio", "Divya Sharma", "Pierre Luc Carrier", "Michał Koziarski", "Victor Schmidt" ]

[ "" ]

[]

NeurIPS2024