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IAMJB
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XL9aaXl0u6
poster
Sample Complexity of Interventional Causal Representation Learning
[ "Emre Acartürk", "Burak Varıcı", "Karthikeyan Shanmugam", "Ali Tajer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XKvYcPPH5G
poster
2402.07963
SPO: Sequential Monte Carlo Policy Optimisation
[ "Matthew Macfarlane", "Edan Toledo", "Donal John Byrne", "Paul Duckworth", "Alexandre Laterre" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XKrSB5a79F
poster
2410.05700
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk
[ "Yuzhou Gu", "Nikki Lijing Kuang", "Yian Ma", "Zhao Song", "Lichen Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XIcBCBe6C3
poster
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
[ "Hong Jia", "Young D. Kwon", "Alessio Orsino", "Ting Dang", "Domenico Talia", "Cecilia Mascolo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XIScpCMUse
poster
2408.08000
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
[ "Chenjie Cao", "Chaohui Yu", "Fan Wang", "Xiangyang Xue", "Yanwei Fu" ]
https://huggingface.co/papers/2408.08000
[ "" ]
[]
[ "ewrfcas/MVInpainter" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XHdwlbNSVb
poster
MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
[ "Song Ouyang", "Huiyu Cai", "Yong Luo", "Kehua Su", "Lefei Zhang", "Bo Du" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XHWkHFWi3k
poster
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations
[ "Nikil Roashan Selvam", "Amil Merchant", "Stefano Ermon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XHTl2k1LYk
poster
Absorb Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences
[ "Zehui Li", "Yuhao Ni", "Guoxuan Xia", "William Beardall", "Akashaditya Das", "Guy-Bart Stan", "Yiren Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XHCYZNmqnv
poster
2406.18451
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
[ "Jonas Ngnawe", "Sabyasachi Sahoo", "Yann Batiste Pequignot", "Frederic Precioso", "Christian Gagné" ]
[ "https://github.com/ngnawejonas/margin-consistency" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XF1jpo5k6l
poster
2405.17992
fMRI predictors based on language models of increasing complexity recover brain left lateralization
[ "Laurent Bonnasse-Gahot", "Christophe Pallier" ]
[ "https://github.com/l-bg/llms_brain_lateralization" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XErWgdxaFU
poster
2409.19840
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection
[ "Saehyung Lee", "Jisoo Mok", "Sangha Park", "Yongho Shin", "Dahuin Jung", "Sungroh Yoon" ]
[ "https://github.com/saehyung-lee/hftt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XEbPJUQzs3
poster
2411.00109
Prospective Learning: Learning for a Dynamic Future
[ "Ashwin De Silva", "Rahul Ramesh", "Rubing Yang", "Siyu Yu", "Joshua T Vogelstein", "Pratik Chaudhari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XCkII8nCt3
oral
2310.07528
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
[ "Zhan Yu", "Qiuhao Chen", "Yuling Jiao", "Yinan Li", "Xiliang Lu", "Xin Wang", "Jerry Zhijian Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=XAKALzI3Gw
poster
Jointly Modeling Inter- Intra-Modality Dependencies for Multi-modal Learning
[ "Divyam Madaan", "Taro Makino", "Sumit Chopra", "Kyunghyun Cho" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X9Fga52OOv
poster
2407.19918
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
[ "Yu Lu", "Yuanzhi Liang", "Linchao Zhu", "Yi Yang" ]
https://huggingface.co/papers/2407.19918
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X6rqEpbnj3
poster
2402.16788
Why Transformers Need Adam: A Hessian Perspective
[ "Yushun Zhang", "Congliang Chen", "Tian Ding", "Ziniu Li", "Ruoyu Sun", "Zhi-Quan Luo" ]
https://huggingface.co/papers/2402.16788
[ "https://github.com/zyushun/hessian-spectrum" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X64IJvdftR
poster
2411.00899
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
[ "Weizhi Gao", "Zhichao Hou", "Han Xu", "Xiaorui Liu" ]
[ "https://github.com/weizhigao/serialized-randomized-smoothing" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X44OawAq7b
poster
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
[ "Zhenghao Xu", "Yuqing Wang", "Tuo Zhao", "Rachel Ward", "Molei Tao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X3ydKRcQr6
poster
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
[ "Rajesh Jayaram", "Laxman Dhulipala", "Majid Hadian", "Jason Lee", "Vahab Mirrokni" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X3oeoyJlMw
poster
Mixture of Link Predictors on Graphs
[ "Li Ma", "Haoyu Han", "Juanhui Li", "Harry Shomer", "Hui Liu", "Xiaofeng Gao", "Jiliang Tang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X3Aljulsw5
poster
2402.17886
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
[ "Ye He", "Kevin Rojas", "Molei Tao" ]
[ "https://github.com/kevinrojas1499/zod-mc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X34GKv8sYT
poster
2405.14806
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
[ "Jonas Spinner", "Victor Breso Pla", "Pim De Haan", "Tilman Plehn", "Jesse Thaler", "Johann Brehmer" ]
[ "https://github.com/heidelberg-hepml/lorentz-gatr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X2UMdvcmMo
oral
2410.22771
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
[ "Zheng Yu", "Yaohua Wang", "Siying Cui", "Aixi Zhang", "Wei-Long Zheng", "Senzhang Wang" ]
[ "https://github.com/thomas-wyh/fuseanypart" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X2G7LA7Av9
poster
Can Simple Averaging Defeat Modern Watermarks?
[ "Pei Yang", "Hai Ci", "Yiren Song", "Mike Zheng Shou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=X1QeUYBXke
poster
2404.14743
Gradient Guidance for Diffusion Models: An Optimization Perspective
[ "Yingqing Guo", "Hui Yuan", "Yukang Yang", "Minshuo Chen", "Mengdi Wang" ]
[ "https://github.com/yukang123/ggdmoptim" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wyp8vsL9de
poster
2311.10459
Invariant subspaces and PCA in nearly matrix multiplication time
[ "Aleksandros Sobczyk", "Marko Mladenovic", "Mathieu Luisier" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WyVTj77KEV
oral
2409.19520
Generalized Protein Pocket Generation with Prior-Informed Flow Matching
[ "ZAIXI ZHANG", "Marinka Zitnik", "Qi Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WyQW4G57Zd
poster
2405.20630
Stochastic Optimal Control for Diffusion Bridges in Function Spaces
[ "Byoungwoo Park", "Jungwon Choi", "Sungbin Lim", "Juho Lee" ]
[ "https://github.com/bw-park/DBFS" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wy9UgrMwD0
poster
2405.00662
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
[ "Skander Moalla", "Andrea Miele", "Daniil Pyatko", "Razvan Pascanu", "Caglar Gulcehre" ]
[ "https://github.com/claire-labo/no-representation-no-trust" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wxc6KvQgLq
poster
2410.24080
Graph Learning for Numeric Planning
[ "Dillon Ze Chen", "Sylvie Thiebaux" ]
[ "https://github.com/DillonZChen/goose" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WxLVYZbIew
poster
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
[ "Xiuying Wei", "Skander Moalla", "Razvan Pascanu", "Caglar Gulcehre" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WvoKwq12x5
poster
2405.19266
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
[ "Dingkang Yang", "Jinjie Wei", "Dongling Xiao", "Shunli Wang", "Tong Wu", "Gang Li", "Mingcheng Li", "Shuaibing Wang", "Jiawei Chen", "Yue Jiang", "Qingyao Xu", "Ke Li", "Peng Zhai", "Lihua Zhang" ]
[ "https://github.com/ydk122024/pediatricsgpt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WvWS8goWyR
poster
2408.17396
Fairness-Aware Estimation of Graphical Models
[ "Zhuoping Zhou", "Davoud Ataee Tarzanagh", "Bojian Hou", "Qi Long", "Li Shen" ]
[ "https://github.com/pennshenlab/fair_gms" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WukSyFSzDt
oral
2407.07084
Stabilized Proximal-Point Methods for Federated Optimization
[ "Xiaowen Jiang", "Anton Rodomanov", "Sebastian U Stich" ]
[ "https://github.com/mlolab/s-dane" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WqNfihAcu5
poster
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
[ "Ahmed Ben Yahmed", "Clément Calauzènes", "Vianney Perchet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wq6aY6fC2H
poster
The Prevalence of Neural Collapse in Neural Multivariate Regression
[ "George Andriopoulos", "Zixuan Dong", "Li Guo", "Zifan Zhao", "Keith W. Ross" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WpPNVPAEyv
oral
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
[ "Zhe Zhao", "HaiBin Wen", "Zikang Wang", "Pengkun Wang", "Fanfu Wang", "Song Lai", "Qingfu Zhang", "Yang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Woiqqi5bYV
oral
2410.04492
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
[ "Zhaorui Tan", "Xi Yang", "Qiufeng Wang", "Anh Nguyen", "Kaizhu Huang" ]
[ "https://github.com/zhaorui-tan/L-Reg_NeurIPS24" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WoKtFJf9VG
poster
2409.17591
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process
[ "Zeyue Zhang", "Xiaoling LU", "Feng Zhou" ]
[ "https://github.com/aurora2050/cobay-cpd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WoEXVQcHFw
poster
Gliding over the Pareto Front with Uniform Designs
[ "Xiaoyuan Zhang", "Genghui Li", "Xi Lin", "Yichi Zhang", "Yifan Chen", "Qingfu Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wl2optQcng
poster
2411.00329
Personalized Federated Learning via Feature Distribution Adaptation
[ "Connor Mclaughlin", "Lili Su" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WhE4C4fLbE
poster
2410.07153
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
[ "Yuhang Wen", "Mengyuan Liu", "Songtao Wu", "Beichen Ding" ]
https://huggingface.co/papers/2410.07153
[ "https://github.com/Necolizer/CHASE" ]
[]
[ "Necolizer/CHASE" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wh9ssqlCNg
poster
2410.22364
Accelerating Augmentation Invariance Pretraining
[ "Jinhong Lin", "Cheng-En Wu", "Yibing Wei", "Pedro Morgado" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WftaVkL6G2
poster
2410.23131
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
[ "Michael Crawshaw", "Mingrui Liu" ]
[ "https://github.com/MingruiLiu-ML-Lab/FL-under-Periodic-Participation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WfpvtH7oC1
poster
2309.04459
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
[ "David Yunis", "Justin Jung", "Falcon Z Dai", "Matthew Walter" ]
[ "https://github.com/dyunis/subwords_as_skills" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WeoNd6PRqS
poster
2406.19389
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
[ "Tao Zhang", "Xiangtai Li", "Hao Fei", "Haobo Yuan", "Shengqiong Wu", "Shunping Ji", "Chen Change Loy", "Shuicheng YAN" ]
https://huggingface.co/papers/2406.19389
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WdMhbqCoqW
poster
Learning to be Smooth: An End-to-End Differentiable Particle Smoother
[ "Ali Younis", "Erik B. Sudderth" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wd1DFLUp1M
poster
2407.09024
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
[ "Huayu Chen", "Kaiwen Zheng", "Hang Su", "Jun Zhu" ]
https://huggingface.co/papers/2407.09024
[ "https://github.com/thu-ml/efficient-diffusion-alignment" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WcmqdY2AKu
poster
2402.16346
Boosting Graph Pooling with Persistent Homology
[ "Chaolong Ying", "Xinjian Zhao", "Tianshu Yu" ]
[ "https://github.com/LOGO-CUHKSZ/TIP" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WcIeEtY3AG
poster
Spiking Transformer with Experts Mixture
[ "Zhaokun Zhou", "Yijie Lu", "Yanhao Jia", "Kaiwei Che", "Jun Niu", "Liwei Huang", "Xinyu Shi", "Yuesheng Zhu", "Guoqi Li", "Zhaofei Yu", "Li Yuan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Wc0vlQuoLb
poster
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
[ "Roi Cohen", "Konstantin Dobler", "Eden Biran", "Gerard de Melo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WY3xgXIZUR
poster
2406.02547
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
[ "Alex Jinpeng Wang", "Linjie Li", "Yiqi Lin", "Min Li", "Lijuan Wang", "Mike Zheng Shou" ]
[ "https://github.com/showlab/VisInContext" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WXqukapoa7
poster
Disentangling Linear Quadratic Control with Untrusted ML Predictions
[ "Tongxin Li", "Hao Liu", "Yisong Yue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WTLvXdzhmP
oral
2402.19456
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
[ "Leo Zhou", "Joao Basso", "Song Mei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WSu1PPi2UP
poster
2406.00024
Embedding-Aligned Language Models
[ "Guy Tennenholtz", "Yinlam Chow", "ChihWei Hsu", "Lior Shani", "Yi Liang", "Craig Boutilier" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WSsht66fbC
poster
2406.19626
Safety through feedback in Constrained RL
[ "Shashank Reddy Chirra", "Pradeep Varakantham", "Praveen Paruchuri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WRd9LCbvxN
poster
General Articulated Objects Manipulation in Real Images via Part-Aware Diffusion Process
[ "Zhou FANG", "Yong-Lu Li", "Lixin Yang", "Cewu Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WRCFuoiz1h
poster
2402.01400
Query-Efficient Correlation Clustering with Noisy Oracle
[ "Yuko Kuroki", "Atsushi Miyauchi", "Francesco Bonchi", "Wei Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WPxa6OcIdg
poster
2402.03478
Estimating Epistemic and Aleatoric Uncertainty with a Single Model
[ "Matthew Albert Chan", "Maria J. Molina", "Christopher Metzler" ]
[ "https://github.com/matthewachan/hyperdm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WPPC7FHtaM
poster
2410.15397
IPO: Interpretable Prompt Optimization for Vision-Language Models
[ "Yingjun Du", "Wenfang Sun", "Cees G. M. Snoek" ]
[ "https://github.com/lmsdss/IPO" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WOBhJs9gqU
poster
2410.11934
Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss
[ "Yifei Zhang", "Huan-ang Gao", "Zhou Jiang", "Hao Zhao" ]
[ "https://github.com/Forrest-110/FluidMotionNet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WKTNdU155n
poster
2411.00871
LLaMo: Large Language Model-based Molecular Graph Assistant
[ "Jinyoung Park", "Minseong Bae", "Dohwan Ko", "Hyunwoo J. Kim" ]
https://huggingface.co/papers/2411.00871
[ "https://github.com/mlvlab/llamo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WK2KxPAMQv
poster
Exploiting Representation Curvature for Boundary Detection in Time Series
[ "Yooju Shin", "Jaehyun Park", "Susik Yoon", "Hwanjun Song", "Byung Suk Lee", "Jae-Gil Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WJAiaslhin
poster
2410.05430
A Functional Extension of Semi-Structured Networks
[ "David Rügamer", "Bernard X.W. Liew", "Zainab Altai", "Almond Stöcker" ]
[ "https://github.com/neural-structured-additive-learning/funnel" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WJ04ZX8txM
poster
2406.18400
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
[ "Yibo Jiang", "Goutham Rajendran", "Pradeep Kumar Ravikumar", "Bryon Aragam" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WILLwyVmP8
poster
2407.15527
Interpretable Concept-Based Memory Reasoning
[ "David Debot", "Pietro Barbiero", "Francesco Giannini", "Gabriele Ciravegna", "Michelangelo Diligenti", "Giuseppe Marra" ]
[ "https://github.com/daviddebot/CMR" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WI2VpcBdnd
poster
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
[ "Yilan Chen", "Wei Huang", "Tsui-Wei Weng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WH5blx5tZ1
poster
Large Scale Transfer Learning for Tabular Data via Language Modeling
[ "Joshua P Gardner", "Juan Carlos Perdomo", "Ludwig Schmidt" ]
[ "https://github.com/mlfoundations/tabliblib" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WFbZusv14E
poster
2405.09220
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
[ "Siwei Wang", "Yifei Shen", "Shi Feng", "Haoran Sun", "Shang-Hua Teng", "Wei Chen" ]
https://huggingface.co/papers/2405.09220
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WEs4WMzndY
poster
2407.15580
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
[ "David Perera", "Victor Letzelter", "Theo Mariotte", "Adrien Cortes", "Mickael Chen", "Slim Essid", "Gaël Richard" ]
[ "https://github.com/victorletzelter/annealed_mcl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WEoOreP0n5
poster
Efficient Reinforcement Learning by Discovering Neural Pathways
[ "Samin Yeasar Arnob", "Riyasat Ohib", "Sergey M. Plis", "Amy Zhang", "Alessandro Sordoni", "Doina Precup" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WEf2LT8NtY
poster
2407.18414
Adversarially Robust Decision Transformer
[ "Xiaohang Tang", "Afonso Marques", "Parameswaran Kamalaruban", "Ilija Bogunovic" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WDX45LNZXE
poster
2411.10830
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
[ "Zihao Li", "Yuan Cao", "Cheng Gao", "Yihan He", "Han Liu", "Jason Matthew Klusowski", "Jianqing Fan", "Mengdi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WCnJmb7cv1
poster
2411.02623
Learning to Assist Humans without Inferring Rewards
[ "Vivek Myers", "Evan Ellis", "Sergey Levine", "Benjamin Eysenbach", "Anca Dragan" ]
[ "https://github.com/vivekmyers/empowerment_successor_representations" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WCc440cUhX
poster
2407.12034
Understanding Transformers via N-Gram Statistics
[ "Timothy Nguyen" ]
[ "https://github.com/google-deepmind/transformer_ngrams" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WBLPlszJI5
poster
2409.20329
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
[ "Youssef Allouah", "Abdellah El Mrini", "Rachid Guerraoui", "Nirupam Gupta", "Rafael Pinot" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WAiqLGfqX6
poster
2402.19242
Derivative-enhanced Deep Operator Network
[ "Yuan Qiu", "Nolan Bridges", "Peng Chen" ]
[ "https://github.com/qy849/de-deeponet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=WAT3qu737X
poster
Cardinality-Aware Set Prediction and Top-k Classification
[ "Corinna Cortes", "Anqi Mao", "Christopher Mohri", "Mehryar Mohri", "Yutao Zhong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W8rFsaKr4m
oral
MambaTree: Tree Topology is All You Need in State Space Model
[ "Yicheng Xiao", "Lin Song", "Shaoli Huang", "Jiangshan Wang", "Siyu Song", "Yixiao Ge", "Xiu Li", "Ying Shan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W89fKKP2AO
poster
2402.05232
Universal Neural Functionals
[ "Allan Zhou", "Chelsea Finn", "James Harrison" ]
https://huggingface.co/papers/2402.05232
[ "https://github.com/allanyangzhou/universal_neural_functional" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W5U3XB1C11
poster
Relational Verification Leaps Forward with RABBit
[ "Tarun Suresh", "Debangshu Banerjee", "Gagandeep Singh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W4pIBQ7bAI
poster
2406.00922
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
[ "Shuyue Stella Li", "Vidhisha Balachandran", "Shangbin Feng", "Jonathan S. Ilgen", "Emma Pierson", "Pang Wei Koh", "Yulia Tsvetkov" ]
[ "https://github.com/stellali7/mediq" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W433RI0VU4
poster
2410.22806
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
[ "Haoyang Liu", "Jie Wang", "Wanbo Zhang", "Zijie Geng", "Yufei Kuang", "Xijun Li", "Bin Li", "Yongdong Zhang", "Feng Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W3Dx1TGW3f
poster
Contextual Bilevel Reinforcement Learning for Incentive Alignment
[ "Vinzenz Thoma", "Barna Pásztor", "Andreas Krause", "Giorgia Ramponi", "Yifan Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W2qGSMl2Uu
poster
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
[ "Yufei Wang", "Zhihao Li", "Lanqing Guo", "Wenhan Yang", "Alex Kot", "Bihan Wen" ]
[ "https://github.com/wyf0912/contextgs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W0wq9njGHi
poster
2410.08540
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning
[ "Xinran Li", "Ling Pan", "Jun Zhang" ]
[ "https://github.com/lxxxxr/kaleidoscope" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=W0okTgsPvM
poster
2406.15334
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
[ "Brandon Huang", "Chancharik Mitra", "Leonid Karlinsky", "Assaf Arbelle", "Trevor Darrell", "Roei Herzig" ]
https://huggingface.co/papers/2406.15334
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VzoyBrqJ4O
poster
2406.12849
Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
[ "Ning-Hsu Wang", "Yu-Lun Liu" ]
https://huggingface.co/papers/2406.12849
[ "" ]
[ "Albert-NHWang/Depth-Anywhere-App", "freealise/Depth-Anywhere-App" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VzOgnDJMgh
poster
2410.17509
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
[ "Jinghan Jia", "Jiancheng Liu", "Yihua Zhang", "Parikshit Ram", "Nathalie Baracaldo", "Sijia Liu" ]
https://huggingface.co/papers/2410.17509
[ "https://github.com/OPTML-Group/WAGLE" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VywZsAGhp0
poster
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module
[ "Jingbo Zhou", "Yixuan Du", "Ruqiong Zhang", "Jun Xia", "Zhizhi Yu", "Zelin Zang", "Di Jin", "Carl Yang", "Rui Zhang", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Vxijl0IOId
oral
Learning Generalized Linear Programming Value Functions
[ "Tu Anh-Nguyen", "Joey Huchette", "Christian Tjandraatmadja" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VwUTz2pOnD
poster
2410.23498
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
[ "Sattar Vakili", "Julia Olkhovskaya" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Vw1V9AgPXW
poster
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
[ "liangqin", "Xiyuan Liu", "Wenting Wei", "Liang Chengbin", "Huaxi Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Vvcnqs8091
poster
2405.15362
Pipeline Parallelism with Controllable Memory
[ "Penghui Qi", "Xinyi Wan", "Nyamdavaa Amar", "Min Lin" ]
https://huggingface.co/papers/2405.15362
[ "https://github.com/sail-sg/zero-bubble-pipeline-parallelism" ]
[ "sail/pipeline-parallelism-with-controllable-memory" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Vtxy8wFpTj
poster
2411.04204
Online Budgeted Matching with General Bids
[ "Jianyi Yang", "Pengfei Li", "Adam Wierman", "Shaolei Ren" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VrVx83BkQX
poster
2404.11049
Stepwise Alignment for Constrained Language Model Policy Optimization
[ "Akifumi Wachi", "Thien Q. Tran", "Rei Sato", "Takumi Tanabe", "Youhei Akimoto" ]
https://huggingface.co/papers/2404.11049
[ "https://github.com/line/sacpo" ]
[]
[ "line-corporation/sacpo", "line-corporation/p-sacpo" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VqxODXhU4k
poster
2402.05639
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
[ "Yuri Fonseca", "Caio Peixoto", "Yuri Saporito" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VqkAKQibpq
poster
2312.07104
SGLang: Efficient Execution of Structured Language Model Programs
[ "Lianmin Zheng", "Liangsheng Yin", "Zhiqiang Xie", "Chuyue Sun", "Jeff Huang", "Cody Hao Yu", "Shiyi Cao", "Christos Kozyrakis", "Ion Stoica", "Joseph E. Gonzalez", "Clark Barrett", "Ying Sheng" ]
https://huggingface.co/papers/2312.07104
[ "https://github.com/sgl-project/sglang" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=VqFz7iTGcl
poster
When is an Embedding Model More Promising than Another?
[ "Maxime DARRIN", "Philippe Formont", "Ismail Ben Ayed", "Jackie CK Cheung", "Pablo Piantanida" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Vq2kzpig8v
poster
2406.01641
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
[ "John Luoyu Zhou", "Weizhe Hong", "Jonathan Kao" ]
[ "https://github.com/johnlyzhou/reciprocator" ]
[]
[]
[]
NeurIPS2024