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Workshop/Federated_Learning
|
https://openreview.net/forum?id=XSfsvBoc8M
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amrith Setlur",
"Vitaly Feldman",
"Kunal Talwar"
] |
Private and Personalized Histogram Estimation in a Federated Setting
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=WYLhRgBAFH
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gihun Lee",
"Minchan Jeong",
"SangMook Kim",
"Jaehoon Oh",
"Se-Young Yun"
] |
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=TaDiklyVps
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jianyi Zhang",
"Saeed Vahidian",
"Martin Kuo",
"Chunyuan Li",
"Ruiyi Zhang",
"Tong Yu",
"Guoyin Wang",
"Yiran Chen"
] |
Towards Building the FederatedGPT: Federated Instruction Tuning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=SvJx4a75QZ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Laurent Condat",
"Ivan Agarský",
"Grigory Malinovsky",
"Peter Richtárik"
] |
TAMUNA: Doubly Accelerated Federated Learning with Local Training, Compression, and Partial Participation
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=Pj6BPHZy56
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maria Hartmann",
"Grégoire Danoy",
"Mohammed Alswaitti",
"Pascal Bouvry"
] |
MOFL/D: A Federated Multi-objective Learning Framework with Decomposition
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=OoEIUohfcp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Georgios Papadopoulos",
"yash satsangi",
"Shaltiel Eloul",
"Marco Pistoia"
] |
Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=LiSj1GRVhL
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eros Fanì",
"Raffaello Camoriano",
"Barbara Caputo",
"Marco Ciccone"
] |
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=HyRwexERAo
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wanru Zhao",
"Yihong Chen",
"Royson Lee",
"Xinchi Qiu",
"Yan Gao",
"Hongxiang Fan",
"Nicholas Donald Lane"
] |
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=HiPe4SjZMs
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charles-Étienne Joseph",
"Benjamin Thérien",
"Abhinav Moudgil",
"Boris Knyazev",
"Eugene Belilovsky"
] |
Learning Optimizers for Local SGD
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=FakNykU4PF
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marco Bornstein",
"Amrit Bedi",
"Anit Kumar Sahu",
"Furqan Khan",
"Furong Huang"
] |
RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=1ww9tjEQVL
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Connor Mclaughlin",
"Lili Su"
] |
FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=zKDSfGhCoK
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Florian Dorner",
"Tom Sühr",
"Samira Samadi",
"Augustin Kelava"
] |
Do Personality Tests Generalize to Large Language Models?
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=yOP4RvPpeK
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charlotte Nicks",
"Eric Mitchell",
"Rafael Rafailov",
"Archit Sharma",
"Christopher Manning",
"Chelsea Finn",
"Stefano Ermon"
] |
Language Model Detectors Are Easily Optimized Against
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=v1WL01lgp8
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob-Junqi Tian",
"D. Emerson",
"Deval Pandya",
"Laleh Seyyed-Kalantari",
"Faiza Khattak"
] |
Efficient Evaluation of Bias in Large Language Models through Prompt Tuning
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=tko8Ln5roY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nicky Pochinkov",
"Nandi Schoots"
] |
Dissecting Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=rOiymxm8tQ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sicheng Zhu",
"Ruiyi Zhang",
"Bang An",
"Gang Wu",
"Joe Barrow",
"Zichao Wang",
"Furong Huang",
"Ani Nenkova",
"Tong Sun"
] |
AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=pJmgsDJXe0
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Carson Ezell",
"Abraham Loeb"
] |
Post-Deployment Regulatory Oversight for General-Purpose Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=m6xyTie61H
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob Pfau",
"Alex Infanger",
"Abhay Sheshadri",
"Ayush Panda",
"Julian Michael",
"Curtis Huebner"
] |
Eliciting Language Model Behaviors using Reverse Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=izC60DLg29
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Messi Lee",
"Jacob Montgomery",
"Calvin Lai"
] |
The Effect of Group Status on the Variability of Group Representations in LLM-generated Text
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=hCZGKGZ802
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Diji Yang",
"Kezhen Chen",
"Jinmeng Rao",
"Xiaoyuan Guo",
"Yawen Zhang",
"Jie Yang",
"Yi Zhang"
] |
Learning Inner Monologue and Its Utilization in Vision-Language Challenges
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=Y6M3uaQwLz
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mengxin Wang"
] |
A Simple Test of Expected Utility Theory with GPT
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=WcGXAxhC81
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wendi Cui",
"Jiaxin Zhang",
"Zhuohang Li",
"Damien Lopez",
"Kamalika Das",
"Bradley Malin",
"Sricharan Kumar"
] |
A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=VMOMKhAm7q
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dongyoung Go",
"Tomasz Korbak",
"Germàn Kruszewski",
"Jos Rozen",
"Marc Dymetman"
] |
Compositional preference models for alignment with scalable oversight
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=V1740FqidS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yanchen Liu",
"Srishti Gautam",
"Jiaqi Ma",
"Himabindu Lakkaraju"
] |
Investigating the Fairness of Large Language Models for Predictions on Tabular Data
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=R8XHBFJOl5
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nikhil Kandpal",
"Krishna Pillutla",
"Alina Oprea",
"Peter Kairouz",
"Christopher Choquette-Choo",
"Zheng Xu"
] |
User Inference Attacks on LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=QyRganPqPz
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob-Junqi Tian",
"Omkar Dige",
"D. Emerson",
"Faiza Khattak"
] |
Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=QSPHfgw5fp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mark Diaz",
"Sunipa Dev",
"Emily Reif",
"Emily Denton",
"Vinodkumar Prabhakaran"
] |
Developing A Conceptual Framework for Analyzing People in Unstructured Data
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=PjSx6xAUOu
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wanru Zhao",
"Yihong Chen"
] |
Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=HoIEKQhiRs
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ross Gruetzemacher",
"Alan Chan",
"Štěpán Los",
"Kevin Frazier",
"Siméon Campos",
"Matija Franklin",
"James Fox",
"Jose Hernandez-Orallo",
"Christin Manning",
"Philip Tomei",
"Kyle Kilian"
] |
An International Consortium for AI Risk Evaluations
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=FKwtKzglFb
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Da Yu",
"Arturs Backurs",
"Sivakanth Gopi",
"Huseyin Inan",
"Janardhan Kulkarni",
"Zinan Lin",
"Chulin Xie",
"Huishuai Zhang",
"Wanrong Zhang"
] |
Training Private and Efficient Language Models with Synthetic Data from LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=DRk4bWKr41
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rudolf Laine",
"Alexander Meinke",
"Owain Evans"
] |
Towards a Situational Awareness Benchmark for LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=AW1T4xxZ6F
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Apoorva Nitsure",
"Youssef Mroueh",
"Mattia Rigotti",
"Kristjan Greenewald",
"Brian Belgodere",
"Mikhail Yurochkin",
"Jiri Navratil",
"Igor Melnyk",
"Jarret Ross"
] |
Risk Assessment and Statistical Significance in the Age of Foundation Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=9xhUufywBX
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Meera Desai",
"Abigail Jacobs",
"Dallas Card"
] |
An Archival Perspective on Pretraining Data
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=6mHKQkV8NY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hannah Kirk",
"Bertie Vidgen",
"Paul Rottger",
"Scott Hale"
] |
The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=6U1HlBXezs
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] |
Understanding Hidden Context in Preference Learning: Consequences for RLHF
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=4JNa7bg4tn
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Markus Anderljung",
"Everett Smith",
"Joe O'Brien",
"Lisa Soder",
"Benjamin Bucknall",
"Emma Bluemke",
"Jonas Schuett",
"Robert Trager",
"Lacey Strahm",
"Rumman Chowdhury"
] |
Towards Publicly Accountable Frontier LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=1kavETZX3Y
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tony Wang",
"Miles Kai",
"Kaivalya Hariharan",
"Nir Shavit"
] |
Forbidden Facts: An Investigation of Competing Objectives in Llama 2
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=zZPICTs5gB
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adam P. Generale",
"Conlain Kelly",
"Grayson Harrington",
"Andreas Euan Robertson",
"Michael Buzzy",
"Surya Kalidindi"
] |
A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=wug7i3O7y1
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thorben Prein",
"Elton Pan",
"Tom Doerr",
"Elsa Olivetti",
"Jennifer L.M. Rupp"
] |
MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=waQPqifiuC
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Carmelo Gonzales",
"Kin Long Kelvin Lee",
"Bin Mu",
"Mikhail Galkin",
"Santiago Miret"
] |
Data Efficient Training for Materials Property Prediction Using Active Learning Querying
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=rz7qRZqk9h
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tong Xie",
"Yuwei Wan",
"Ke Lu",
"Wenjie Zhang",
"Chunyu Kit",
"Bram Hoex"
] |
Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=qpQr8px2Pz
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Defne Circi",
"Ghazal Khalighinejad",
"Shruti Badhwar",
"Bhuwan Dhingra",
"L. Brinson"
] |
Retrieval of synthesis parameters of polymer nanocomposites using LLMs
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=qBWcaz5pWd
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thomas Lu",
"Aarti Singh"
] |
Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=pKmcMaULn1
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xin Yang",
"Renata Sechi",
"Martin Hoffmann Petersen",
"Arghya Bhowmik",
"Heine Anton Hansen"
] |
CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=mlQMqXo083
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saber Nemati",
"Seyedeh Shaghayegh Rabbanian",
"Hao Wang",
"Leslie Butler",
"Shengmin Guo"
] |
Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=mVttK4r1Zt
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chen Zhou",
"Prashant Kumar",
"Daniel Escudero",
"Pascal Friederich"
] |
Active learning for excited states dynamics simulations to discover molecular degradation pathways
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=lXHSXyyLhd
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eduardo Soares",
"Vidushi Sharma",
"Emilio Vital Brazil",
"Renato Cerqueira",
"Young-Hye Na"
] |
Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=l3K28QS6R6
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robin Ruff",
"Patrick Reiser",
"Jan Stuehmer",
"Pascal Friederich"
] |
Connectivity Optimized Nested Line Graph Networks for Crystal Structures
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=l167FjdPOv
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mistal",
"Alex Hernández-García",
"Alexandra Volokhova",
"Alexandre AGM Duval",
"Yoshua Bengio",
"Divya Sharma",
"Pierre Luc Carrier",
"Michał Koziarski",
"Victor Schmidt"
] |
Crystal-GFN: sampling materials with desirable properties and constraints
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=kupYlLLGdf
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ritam Majumdar",
"Vishal Sudam Jadhav",
"Anirudh Deodhar",
"Shirish Karande",
"Lovekesh Vig",
"Venkataramana Runkana"
] |
PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=kjUylvko18
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kusuri Murakumo",
"Naruki Yoshikawa",
"Kentaro Rikimaru",
"Shogo Nakamura",
"Kairi Furui",
"Takamasa Suzuki",
"Hiroyuki Yamasaki",
"Yuki Nishigaya",
"Yuzo Takagi",
"Masahito Ohue"
] |
LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=jtAXitX6dh
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"James Minuse Stevenson"
] |
Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=iSFsLFsGYX
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kiyou Shibata",
"Teruyasu Mizoguchi"
] |
Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra
| null |
|||
Workshop/AI4Mat
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https://openreview.net/forum?id=ezuhvZAaUF
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sai Lingampalli",
"El Tayeb Bentria",
"Fadwa El Mellouhi"
] |
Eco-Comp: Towards Responsible Computing in Materials Science
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=eDlEn1PPJw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rishabh Debraj Guha",
"Santiago Vargas",
"Evan Walter Clark Spotte-Smith",
"Alex R Epstein",
"Maxwell Christopher Venetos",
"Mingjian Wen",
"Ryan Kingsbury",
"Samuel M Blau",
"Kristin Persson"
] |
HEPOM: A predictive framework for accelerated Hydrolysis Energy Predictions of Organic Molecules
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=dJuDv4MKLE
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tri Minh Nguyen",
"Sherif Abdulkader Tawfik",
"Truyen Tran",
"Sunil Gupta",
"Santu Rana",
"Svetha Venkatesh"
] |
Hierarchical GFlowNet for Crystal Structure Generation
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=cSz69rFRvS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chris Beeler",
"Sriram Ganapathi Subramanian",
"Kyle Sprague",
"Colin Bellinger",
"Mark Crowley",
"Isaac Tamblyn"
] |
Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=cR1iE6MQ1y
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vineeth Venugopal",
"Elsa Olivetti"
] |
MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=akFqQokObE
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marvin Alberts",
"Federico Zipoli",
"Alain Vaucher"
] |
Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=Ztku4ig4xM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Elizabeth Coda",
"Gihan Uthpala Panapitiya",
"Emily Saldanha"
] |
Impacts of Data and Models on Unsupervised Pre-training for Molecular Property Prediction
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=ZoTcKpyL3p
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shuan Chen",
"Ramil Babazade",
"Yousung Jung"
] |
Automatic Generation of Mechanistic Pathways of Organic Reactions with Dual Templates
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=XtEwUzaXJ3
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Max Schwarzer",
"Jesse Farebrother",
"Joshua Greaves",
"Kevin Roccapriore",
"Ekin Cubuk",
"Rishabh Agarwal",
"Aaron Courville",
"Marc Bellemare",
"Sergei Kalinin",
"Igor Mordatch",
"Pablo Castro"
] |
Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=VbjD8w2ctG
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Prashant Govindarajan",
"Santiago Miret",
"Jarrid Rector-Brooks",
"Mariano Phielipp",
"Janarthanan Rajendran",
"Sarath Chandar"
] |
Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=TDhNb2Q9Xm
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yichen Guo",
"Shuyu Qin",
"Joshua Agar"
] |
Understanding Experimental Data by Identifying Symmetries with Deep Learning
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=SfEsK3O2KT
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Michael Pekala",
"Elizabeth Ann Pogue",
"Kyle McElroy",
"Alexander New",
"Gregory Bassen",
"Brandon Wilfong",
"Janna Domenico",
"Tyrel McQueen",
"Christopher D Stiles"
] |
Evaluating AI-guided Design for Scientific Discovery
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=SKo0sLvaJH
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anirudh Suresh",
"Devesh Shah",
"Alemayehu S Admasu",
"Devesh Upadhyay",
"Kalyanmoy Deb"
] |
Multi-objective Evolutionary Design of Microstructures using Diffusion Autoencoders
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=QjnVVrixPW
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dumitru Mirauta",
"Vladimir Gusev",
"Michael W Gaultois",
"Matthew Rosseinsky"
] |
High throughput decomposition of spectra
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=NIBiIAOvvr
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andres M Bran",
"CHENG-HUA HUANG",
"Philippe Schwaller"
] |
Exploring Organic Syntheses through Natural Language
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=LkRfodp4tt
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guangyu Hu",
"Marat Latypov"
] |
AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=L6AJmCkfNe
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jie Chen",
"Hengrui Zhang",
"Carolin B Wahl",
"Wei Liu",
"Chad Mirkin",
"Vinayak Dravid",
"Daniel W Apley",
"Wei Chen"
] |
Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=ITda7kqxSn
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alibek T Kaliyev",
"Ryan F Forelli",
"Shuyu Qin",
"Yichen Guo",
"Seda Memik",
"Michael W. Mahoney",
"Amir Gholami",
"Nhan Tran",
"Philip Harris",
"Martin Takáč",
"Joshua Agar"
] |
Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=HXGjCkp47o
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ashna Jose",
"Emilie Devijver",
"Noel JAKSE",
"Valérie Monbet",
"Roberta Poloni"
] |
Tree-based Quantile Active Learning for automated discovery of MOFs
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=FfvByyoVAO
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jaewan Lee",
"Changyoung Park",
"Hongjun Yang",
"Sehui Han",
"Woohyung Lim"
] |
CLCS : Contrastive Learning between Compositions and Structures for practical Li-ion battery electrodes design
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=Eu2k9La3RB
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marlon Becker",
"Marco Butz",
"David Lemli",
"Carsten Schuck",
"Benjamin Risse"
] |
Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=EiT2bLsfM9
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Seiji Takeda",
"Indra Priyadarsini",
"Akihiro Kishimoto",
"Hajime Shinohara",
"Lisa Hamada",
"Hirose Masataka",
"Junta Fuchiwaki",
"Daiju Nakano"
] |
Multi-modal Foundation Model for Material Design
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=CjPCM6wXWb
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"François R J Cornet",
"Bardi Benediktsson",
"Bjarke Hastrup",
"Arghya Bhowmik",
"Mikkel N. Schmidt"
] |
Inverse-design of organometallic catalysts with guided equivariant diffusion
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=7yt3N0o0W9
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shuyu Qin",
"Joshua Agar",
"Nhan Tran"
] |
Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=6E2qjEf7Rs
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabriel Vogel",
"Paolo Sortino",
"Jana Marie Weber"
] |
Graph-to-String Variational Autoencoder for Synthetic Polymer Design
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=57EslEJNOj
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zachary R Fox",
"Ayana Ghosh"
] |
Active Causal Machine Learning for Molecular Property Prediction
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=511z1DGjPi
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiaxiang Yi",
"Miguel Anibal Bessa"
] |
rvesimulator: An automated representative volume element simulator for data-driven material discovery
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=4ilKwquW51
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oliver Schilter",
"Marvin Alberts",
"Federico Zipoli",
"Alain C. Vaucher",
"Philippe Schwaller",
"Teodoro Laino"
] |
Unveiling the Secrets of ^1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=3Huw3pa8TR
|
oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Federico Ottomano",
"Giovanni De Felice",
"Rahul Savani",
"Vladimir Gusev",
"Matthew Rosseinsky"
] |
Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions
| null |
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Workshop/AI4Mat
|
https://openreview.net/forum?id=3GiwwOJ1be
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mrigi Munjal",
"Thorben Prein",
"Vineeth Venugopal",
"Kevin J Huang",
"Elsa Olivetti"
] |
Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=32XS0zXPqU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Po-An Lin",
"Simiao Ren",
"Jonathan Caswell Piland",
"Leslie M. Collins",
"Stefan Zauscher",
"Yonggang Ke",
"Gaurav Arya"
] |
Deep inverse design of hydrophobic patches on DNA origami for mesoscale assembly of superlattices
| null |
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Workshop/AI4Mat
|
https://openreview.net/forum?id=0Qx8vlXKRk
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Suresh Bishnoi",
"Jayadeva Jayadeva",
"Sayan Ranu",
"N M Anoop Krishnan"
] |
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=z5dAdYOgbs
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jing Wang",
"Tyler Hallman",
"Laurel Hopkins",
"John Burns Kilbride",
"W. Douglas Robinson",
"Rebecca Hutchinson"
] |
Model Evaluation for Geospatial Problems
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=vjwYYlA8Pj
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nyalleng Moorosi",
"Raesetje Sefala",
"Sasha Luccioni"
] |
AI for Whom? Shedding Critical Light on AI for Social Good
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=oa7XXLuJnO
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Emily Aiken",
"Tim Ohlenburg",
"Joshua Blumenstock"
] |
Moving targets: When does a poverty prediction model need to be updated?
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=dmjT841VuV
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sachin Chauhan",
"Rijurekha Sen"
] |
REALLIGHT: DRL based Intersection Control in Developing Countries without Traffic Simulators
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=Y08yLPFm1z
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Justin Kay",
"Suzanne Stathatos",
"Siqi Deng",
"Erik Young",
"Pietro Perona",
"Sara Beery",
"Grant Van Horn"
] |
Unsupervised Domain Adaptation in the Real World: A Case Study in Sonar Video
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=WS9liG8rxI
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shreyaa Raghavan",
"Edgar Ramirez Sanchez",
"Cathy Wu"
] |
Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=UIfp44BWDi
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aruna Sankaranarayanan",
"Erik Hemberg",
"Piotr Sapiezynski",
"Una-May O'Reilly"
] |
Is the Facebook Ad Algorithm a Climate Discourse Influencer?
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=N2qmwRMrzo
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wenlong Zhao",
"Gustavo Perez",
"Zezhou Cheng",
"Maria Carolina Tiburcio Dias Belotti",
"Yuting Deng",
"Victoria Simons",
"Elske K Tielens",
"Jeffrey Kelly",
"Kyle Horton",
"Subhransu Maji",
"Daniel Sheldon"
] |
A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=I1yGbIPGjx
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Progyan Das",
"Mihir Agarwal"
] |
Focus on What's Important!
Inspecting Variational Distributions for
Gaussian Processes for better AQ Station Deployment
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=BaZZzH7EgA
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haozhen Zheng",
"Chenhui Zhang",
"Kaiyu Guan",
"Yawen Deng",
"Sherrie Wang",
"Bruce L. Rhoads",
"Andrew J Margenot",
"Shengnan Zhou",
"Sheng Wang"
] |
Segment Any Stream: Scalable Water Extent Detection with the Segment Anything Model
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=7T4YMOj7MS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stephen Mak",
"Tim Pearce",
"Matthew Macfarlane",
"Liming Xu",
"Michael Ostroumov",
"Alexandra Brintrup"
] |
Cooperative Logistics: Can Artificial Intelligence Enable Trustworthy Cooperation at Scale?
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=7KTQsrUIOy
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Iván Higuera-Mendieta",
"Jeff Wen",
"Marshall Burke"
] |
A table is worth a thousand pictures: Multi-modal contrastive learning in house burning classification in wildfire events
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=3mlfh6c3dp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yimeng Min",
"Eliot T Miller",
"Daniel Fink",
"Carla P Gomes"
] |
Joint time–frequency scattering-enhanced representation for bird vocalization classification
| null |
|||
Workshop/CompSust
|
https://openreview.net/forum?id=0FOjGwgN0g
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jinzhao Li",
"Nan Jiang",
"Yexiang Xue"
] |
Solving Satisfiability Modulo Counting Problems in Computational Sustainability with Guarantees
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=pnvRy1VzJZ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tiphaine Viard",
"Melanie Gornet",
"Winston Maxwell"
] |
Reading the drafts of the AI Act with a technical lens
| null |
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