Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DoewNm2uT3
poster
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
[ "Pei Xiao", "Zizhen Zhang", "Jinbiao Chen", "Jiahai Wang", "Zhenzhen Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dn68qdfTry
poster
2403.03880
Almost Surely Asymptotically Constant Graph Neural Networks
[ "Sam Adam-Day", "Michael Benedikt", "Ismail Ilkan Ceylan", "Ben Finkelshtein" ]
[ "https://github.com/benfinkelshtein/gnn-asymptotically-constant" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dlm6Z1RrjV
poster
Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions
[ "Nivasini Ananthakrishnan", "Nika Haghtalab", "Chara Podimata", "Kunhe Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DlYNGpCuwa
poster
2404.15269
Aligning LLM Agents by Learning Latent Preference from User Edits
[ "Ge Gao", "Alexey Taymanov", "Eduardo Salinas", "Paul Mineiro", "Dipendra Misra" ]
https://huggingface.co/papers/2404.15269
[ "https://github.com/gao-g/prelude" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Dgt6sh2ruQ
poster
Contextual Decision-Making with Knapsacks Beyond the Worst Case
[ "Zhaohua Chen", "Rui Ai", "Mingwei Yang", "Yuqi Pan", "Chang Wang", "Xiaotie Deng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DexM7d1H6e
poster
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
[ "Yinuo Jing", "Ruxu Zhang", "Kongming Liang", "Yongxiang Li", "Zhongjiang He", "Zhanyu Ma", "Jun Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=De4VWE4rbz
poster
HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting
[ "Qiankun Gao", "Jiarui Meng", "Chengxiang Wen", "Jie Chen", "Jian Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ddak3nSqQM
oral
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
[ "Xiong-Hui Chen", "Ziyan Wang", "Yali Du", "Shengyi Jiang", "Meng Fang", "Yang Yu", "Jun Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DdKdr4kqxh
poster
2410.24075
Identifying Spatio-Temporal Drivers of Extreme Events
[ "Mohamad Hakam Shams Eddin", "Juergen Gall" ]
[ "https://github.com/HakamShams/Synthetic_Multivariate_Anomalies" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DX5GUwMFFb
poster
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
[ "Gautham Vasan", "Mohamed Elsayed", "Seyed Alireza Azimi", "Jiamin He", "Fahim Shahriar", "Colin Bellinger", "Martha White", "A. Rupam Mahmood" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DV15UbHCY1
oral
2406.16964
Are Language Models Actually Useful for Time Series Forecasting?
[ "Mingtian Tan", "Mike A Merrill", "Vinayak Gupta", "Tim Althoff", "Thomas Hartvigsen" ]
[ "https://github.com/bennytmt/ts_models" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DUHX779C5q
poster
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication
[ "Huao Li", "Hossein Nourkhiz Mahjoub", "Behdad Chalaki", "Vaishnav Tadiparthi", "Kwonjoon Lee", "Ehsan Moradi Pari", "Charles Michael Lewis", "Katia P. Sycara" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DUFD6vsyF8
poster
2311.00201
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
[ "Tong Yang", "Shicong Cen", "Yuting Wei", "Yuxin Chen", "Yuejie Chi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DT7n4F2bbP
poster
2409.09313
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
[ "Daniel Miao", "Gilad Lerman", "Joe Kileel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DRC9pZwBwR
poster
2407.18219
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
[ "Yuxiao Qu", "Tianjun Zhang", "Naman Garg", "Aviral Kumar" ]
https://huggingface.co/papers/2407.18219
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DQD0DNRjxk
poster
2411.01853
GVKF: Gaussian Voxel Kernel Functions for Highly Efficient Surface Reconstruction in Open Scenes
[ "Gaochao Song", "Chong Cheng", "Hao Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DONsOc7rY1
poster
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
[ "Binghui Xie", "Yixuan Wang", "Yongqiang Chen", "Kaiwen Zhou", "Yu Li", "Wei Meng", "James Cheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DO9wPZOPjk
poster
B⊕LD: Boolean Logic Deep Learning
[ "Van Minh Nguyen", "Cristian Ocampo", "Aymen Askri", "Louis Leconte", "Ba-Hien Tran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DNGfCVBOnU
poster
2405.16731
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
[ "Jeonghwan Cheon", "Sang Wan Lee", "Se-Bum Paik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DLNOBJa7TM
poster
2409.17446
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
[ "Ming Xiang", "Stratis Ioannidis", "Edmund Yeh", "Carlee Joe-Wong", "Lili Su" ]
[ "https://github.com/mingxiang12/fedawe" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DKSI3bULiZ
poster
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
[ "Michael McCabe", "Bruno Régaldo-Saint Blancard", "Liam Holden Parker", "Ruben Ohana", "Miles Cranmer", "Alberto Bietti", "Michael Eickenberg", "Siavash Golkar", "Geraud Krawezik", "Francois Lanusse", "Mariel Pettee", "Tiberiu Tesileanu", "Kyunghyun Cho", "Shirley Ho" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DHucngOEe3
poster
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation
[ "Haoqi Yuan", "Yuhui Fu", "Feiyang Xie", "Zongqing Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DG2f1rVEM5
poster
2403.19655
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
[ "Bowen Zhang", "Yiji Cheng", "Jiaolong Yang", "Chunyu Wang", "Feng Zhao", "Yansong Tang", "Dong Chen", "Baining Guo" ]
https://huggingface.co/papers/2403.19655
[ "" ]
[]
[ "BwZhang/GaussianCube-Objaverse" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DC28Fpk76s
poster
2405.14728
Intervention and Conditioning in Causal Bayesian Networks
[ "sainyam galhotra", "Joseph Halpern" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DAtNDZHbqj
oral
2405.14226
Variational Delayed Policy Optimization
[ "Qingyuan Wu", "Simon Sinong Zhan", "Yixuan Wang", "Yuhui Wang", "Chung-Wei Lin", "Chen Lv", "Qi Zhu", "Chao Huang" ]
[ "https://github.com/qingyuanwunothing/vdpo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=DAO2BFzMfy
poster
2406.09413
Interpreting the Weight Space of Customized Diffusion Models
[ "Amil Dravid", "Yossi Gandelsman", "Kuan-Chieh Wang", "Rameen Abdal", "Gordon Wetzstein", "Alexei A Efros", "Kfir Aberman" ]
https://huggingface.co/papers/2406.09413
[ "https://github.com/snap-research/weights2weights" ]
[ "snap-research/weights2weights" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D7X9Grmd7L
poster
2402.01188
Segment Any Change
[ "Zhuo Zheng", "Yanfei Zhong", "Liangpei Zhang", "Stefano Ermon" ]
https://huggingface.co/papers/2402.01188
[ "https://github.com/Z-Zheng/pytorch-change-models" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D6nlm2AYHi
poster
Learning Distinguishable Trajectory Representation with Contrastive Loss
[ "Tianxu Li", "Kun Zhu", "Juan Li", "Yang Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D6MQrw9HFu
poster
2410.11397
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
[ "Xinting Liao", "Weiming Liu", "Pengyang Zhou", "Fengyuan Yu", "Jiahe Xu", "Jun Wang", "Wenjie Wang", "Chaochao Chen", "Xiaolin Zheng" ]
[ "https://github.com/xenialll/foogd-main" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D4yRz3s7UL
oral
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
[ "Oryan Yehezkel", "Alon Zolfi", "Amit Baras", "Yuval Elovici", "Asaf Shabtai" ]
[ "https://github.com/oryany12/DeSparsify-Adversarial-Attack" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D4QgSWxiOb
poster
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
[ "Boshi Wang", "Xiang Yue", "Yu Su", "Huan Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D2VK206HaJ
poster
ACFun: Abstract-Concrete Fusion Facial Stylization
[ "Jiapeng Ji", "Kun Wei", "Ziqi Zhang", "Cheng Deng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D19UyP4HYk
poster
2405.12205
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
[ "Aniket Rajiv Didolkar", "Anirudh Goyal", "Nan Rosemary Ke", "Siyuan Guo", "Michal Valko", "Timothy P Lillicrap", "Danilo Jimenez Rezende", "Yoshua Bengio", "Michael Curtis Mozer", "Sanjeev Arora" ]
https://huggingface.co/papers/2405.12205
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D0s29c5GvL
poster
CosAE: Learnable Fourier Series for Image Restoration
[ "Sifei Liu", "Shalini De Mello", "Jan Kautz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=D0DLlMOufv
poster
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
[ "Le Zhang", "Jiayang Chen", "Tao Shen", "Yu Li", "Siqi Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CzPtBzgfae
poster
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
[ "Abdurakhmon Sadiev", "Grigory Malinovsky", "Eduard Gorbunov", "Igor Sokolov", "Ahmed Khaled", "Konstantin Pavlovich Burlachenko", "Peter Richtárik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CyzZeND3LB
poster
2401.01148
PAC-Bayes-Chernoff bounds for unbounded losses
[ "Ioar Casado", "Luis A. Ortega", "Aritz Pérez", "Andres R Masegosa" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CyCDqnrymT
poster
Spike-based Neuromorphic Model for Sound Source Localization
[ "Dehao Zhang", "Shuai Wang", "Ammar Belatreche", "Wenjie Wei", "Yichen Xiao", "Haorui Zheng", "Zijian Zhou", "Malu Zhang", "Yang Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cx2O6Xz03H
poster
2407.16291
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
[ "Hongyang Li", "Hao Zhang", "Shilong Liu", "Zhaoyang Zeng", "Feng Li", "Bohan Li", "Tianhe Ren", "Lei Zhang" ]
https://huggingface.co/papers/2407.16291
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CwNevJONgq
poster
2401.17835
Simplifying Latent Dynamics with Softly State-Invariant World Models
[ "Tankred Saanum", "Peter Dayan", "Eric Schulz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CwCUEr6wO5
poster
2410.23875
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
[ "Liyi Chen", "Panrong Tong", "Zhongming Jin", "Ying Sun", "Jieping Ye", "Hui Xiong" ]
[ "https://github.com/liyichen-cly/pog" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cw7Agrr8GJ
poster
2405.14170
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
[ "Jiapu Wang", "Kai Sun", "LINHAO LUO", "Wei Wei", "Yongli Hu", "Alan Wee-Chung Liew", "Shirui Pan", "Baocai Yin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CscowTrOP9
poster
2404.15174
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
[ "Yujie Liang", "Zihan Cao", "Shangqi Deng", "Hong-Xia Dou", "Liang-Jian Deng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CrADAX7h23
poster
2405.15586
DAGER: Exact Gradient Inversion for Large Language Models
[ "Ivo Petrov", "Dimitar Iliev Dimitrov", "Maximilian Baader", "Mark Niklas Mueller", "Martin Vechev" ]
[ "https://github.com/insait-institute/dager-gradient-inversion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cr2jEHJB9q
poster
2405.15124
Scaling Law for Time Series Forecasting
[ "Jingzhe Shi", "Qinwei Ma", "Huan Ma", "Lei Li" ]
[ "https://github.com/jingzheshi/scalinglawfortimeseriesforecasting" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cqr6E81iB7
poster
2411.05483
The Limits of Differential Privacy in Online Learning
[ "Bo Li", "Wei Wang", "Peng Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cp7HD618bd
poster
2311.14601
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
[ "Jake Snell", "Gianluca Bencomo", "Thomas L. Griffiths" ]
[ "https://github.com/jakesnell/neural-circuits" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CovjSQmNOD
poster
2410.20686
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
[ "Suyoung Lee", "Jaeyoung Chung", "Jaeyoo Huh", "Kyoung Mu Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CluvZBfrjj
poster
2406.12382
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
[ "Huanxuan Liao", "Shizhu He", "Yao Xu", "Yuanzhe Zhang", "Yanchao Hao", "Shengping Liu", "Kang Liu", "Jun Zhao" ]
[ "https://github.com/Xnhyacinth/TAGI" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cjnirz5pan
poster
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
[ "Linglan Zhao", "Xuerui Zhang", "Ke Yan", "Shouhong Ding", "Weiran Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CiuH7zOBCQ
poster
2410.24195
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
[ "Hao Yan", "Keith Levin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CiEynTpF28
poster
2202.00769
Distributional Reinforcement Learning with Regularized Wasserstein Loss
[ "Ke Sun", "Yingnan Zhao", "Wulong Liu", "Bei Jiang", "Linglong Kong" ]
[ "https://github.com/datake/sinkhorndistrl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ci7II4CPwm
poster
2407.05330
Fast Proxy Experiment Design for Causal Effect Identification
[ "Sepehr Elahi", "Sina Akbari", "Jalal Etesami", "Negar Kiyavash", "Patrick Thiran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ChnJ3W4HFG
poster
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections
[ "Nathan Stromberg", "Rohan Ayyagari", "Sanmi Koyejo", "Richard Nock", "Lalitha Sankar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CgGjT8EG8A
poster
2405.20782
Universal Exact Compression of Differentially Private Mechanisms
[ "Yanxiao Liu", "Wei-Ning Chen", "Ayfer Ozgur", "Cheuk Ting Li" ]
[ "https://github.com/cheuktingli/poissonprivaterepr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CehOqpvOxG
poster
Fair Kernel K-Means: from Single Kernel to Multiple Kernel
[ "Peng Zhou", "Rongwen Li", "Liang Du" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CeOwahuQic
poster
2402.04559
Can Large Language Model Agents Simulate Human Trust Behavior?
[ "Chengxing Xie", "Canyu Chen", "Feiran Jia", "Ziyu Ye", "Shiyang Lai", "Kai Shu", "Jindong Gu", "Adel Bibi", "Ziniu Hu", "David Jurgens", "James Evans", "Philip Torr", "Bernard Ghanem", "Guohao Li" ]
https://huggingface.co/papers/2402.04559
[ "https://github.com/camel-ai/agent-trust" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CcmHlE6N6u
poster
2411.06757
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
[ "Zefan Qu", "Ke Xu", "Gerhard Petrus Hancke", "Rynson W. H. Lau" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CcNw4mVIxo
poster
2410.02249
Spiking Neural Network as Adaptive Event Stream Slicer
[ "Jiahang Cao", "Mingyuan Sun", "Ziqing Wang", "Hao Cheng", "Qiang Zhang", "shibo zhou", "Renjing Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cc0ckJlJF2
poster
2406.00120
Reward Machines for Deep RL in Noisy and Uncertain Environments
[ "Andrew C Li", "Zizhao Chen", "Toryn Q. Klassen", "Pashootan Vaezipoor", "Rodrigo Toro Icarte", "Sheila A. McIlraith" ]
[ "https://github.com/andrewli77/reward-machines-noisy-environments" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CbtkDWZzDq
poster
Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems
[ "Giung Nam", "Juho Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CbHz30KeA4
poster
2401.05233
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
[ "Yaqi Duan", "Martin J Wainwright" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cb3kcwYBgw
poster
2405.19121
Spatio-Spectral Graph Neural Networks
[ "Simon Geisler", "Arthur Kosmala", "Daniel Herbst", "Stephan Günnemann" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Cb1Md0RvqF
poster
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
[ "Simone Foti", "Stefanos Zafeiriou", "Tolga Birdal" ]
[ "https://github.com/simofoti/uv3-ted" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CZwphz5vgz
poster
2407.00316
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
[ "Adam Sun", "Tiange Xiang", "Scott Delp", "Li Fei-Fei", "Ehsan Adeli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CWhwKb0Q4k
poster
2410.23940
Quantum Deep Equilibrium Models
[ "Philipp Schleich", "Marta Skreta", "Lasse Bjørn Kristensen", "Rodrigo Vargas-Hernandez", "Alan Aspuru-Guzik" ]
[ "https://github.com/martaskrt/qdeq" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CW0OVWEKKu
poster
2405.12489
Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
[ "Xin-Chun Li", "Jin-Lin Tang", "Bo Zhang", "Lan Li", "De-Chuan Zhan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CVpuVe1N22
poster
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
[ "Zhiyuan Hu", "Chumin Liu", "Xidong Feng", "Yilun Zhao", "See-Kiong Ng", "Anh Tuan Luu", "Junxian He", "Pang Wei Koh", "Bryan Hooi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CTvxvAcSJN
poster
2410.09049
SceneCraft: Layout-Guided 3D Scene Generation
[ "Xiuyu Yang", "Yunze Man", "Jun-Kun Chen", "Yu-Xiong Wang" ]
https://huggingface.co/papers/2410.09049
[ "https://github.com/orangesodahub/scenecraft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CTIFk7b9jU
poster
2410.20752
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
[ "Jiewen Yang", "Yiqun Lin", "Bin Pu", "Xiaomeng Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CSjVSnvTbG
poster
2406.04056
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
[ "Sergio Calo Oliveira", "Anders Jonsson", "Gergely Neu", "Ludovic Schwartz", "Javier Segovia-Aguas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CMgxAaRqZh
poster
2403.01251
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
[ "Yiran Zhao", "Wenyue Zheng", "Tianle Cai", "Do Xuan Long", "Kenji Kawaguchi", "Anirudh Goyal", "Michael Shieh" ]
[ "https://github.com/zhaoyiran924/probe-sampling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CMc0jMY0Wr
poster
2411.01275
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
[ "Lasse Vuursteen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CLxcLPfARc
poster
2402.09063
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
[ "Leo Schwinn", "David Dobre", "Sophie Xhonneux", "Gauthier Gidel", "Stephan Günnemann" ]
[ "https://github.com/schwinnl/llm_embedding_attack" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CL9k2PaUQb
poster
2406.00870
The Surprising Effectiveness of SP Voting with Partial Preferences
[ "Hadi Hosseini", "Debmalya Mandal", "Amrit Puhan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CKgNgKmHYp
poster
2406.02888
HYDRA: Model Factorization Framework for Black-Box LLM Personalization
[ "Yuchen Zhuang", "Haotian Sun", "Yue Yu", "Rushi Qiang", "Qifan Wang", "Chao Zhang", "Bo Dai" ]
[ "https://github.com/night-chen/hydra" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CIcMZGLyZW
poster
Neuro-Symbolic Data Generation for Math Reasoning
[ "Zenan Li", "Zhi Zhou", "Yuan Yao", "Xian Zhang", "Yu-Feng Li", "Chun Cao", "Fan Yang", "Xiaoxing Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CIRPE1bSmV
poster
2410.15926
Mitigating Object Hallucination via Concentric Causal Attention
[ "Yun Xing", "Yiheng Li", "Ivan Laptev", "Shijian Lu" ]
https://huggingface.co/papers/2410.15926
[ "https://github.com/xing0047/cca-llava" ]
[]
[ "xing0047/cca-llava-1.5-7b" ]
[ "jiahaonie/MMRel" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CIHdlhfrOo
poster
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
[ "Ruize Zhang", "Sheng Tang", "Juan Cao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CFez7MFUFd
poster
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
[ "Tianjing Zhang", "Yuhui Quan", "Hui Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CEnoUjEqNx
poster
Convergence of No-Swap-Regret Dynamics in Self-Play
[ "Renato Paes Leme", "Georgios Piliouras", "Jon Schneider" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CEJ1mYPgWw
poster
2404.03622
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
[ "Wenshan Wu", "Shaoguang Mao", "Yadong Zhang", "Yan Xia", "Li Dong", "Lei Cui", "Furu Wei" ]
https://huggingface.co/papers/2404.03622
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CDe2zBPioj
poster
2409.19620
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks
[ "Zeyu Zhang", "Lu Li", "Shuyan Wan", "Sijie Wang", "Zhiyi Wang", "Zhiyuan Lu", "Dong Hao", "Wanli.Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CAdBTYBlOv
poster
2405.18457
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
[ "Jihao Andreas Lin", "Shreyas Padhy", "Bruno Kacper Mlodozeniec", "Javier Antoran", "José Miguel Hernández-Lobato" ]
[ "https://github.com/jandylin/iterative-gaussian-processes" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=CAC74VuMWX
poster
An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models
[ "Yunzhe Hu", "Difan Zou", "Dong Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C62d2nS3KO
poster
2406.04103
Multistep Distillation of Diffusion Models via Moment Matching
[ "Tim Salimans", "Thomas Mensink", "Jonathan Heek", "Emiel Hoogeboom" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C4zmR2kyP8
poster
Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
[ "Zijian Gao", "Xingxing Zhang", "Kele Xu", "Xinjun Mao", "Huaimin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C4SInFLvuB
poster
2405.15393
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization
[ "Thomas Nagler", "Lennart Schneider", "Bernd Bischl", "Matthias Feurer" ]
[ "https://github.com/sumny/reshuffling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C4NbtYnyQg
oral
2409.19659
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
[ "Haonan Lin", "Wenbin An", "Jiahao Wang", "Yan Chen", "Feng Tian", "Mengmeng Wang", "QianYing Wang", "Guang Dai", "Jingdong Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C3tEX45hJX
poster
2406.16121
Diffusion Spectral Representation for Reinforcement Learning
[ "Dmitry Shribak", "Chen-Xiao Gao", "Yitong Li", "Chenjun Xiao", "Bo Dai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C3ZHiij9QE
poster
2410.20927
VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions
[ "Guangyan Chen", "Meiling Wang", "Te Cui", "Yao Mu", "Haoyang Lu", "Tianxing Zhou", "Zicai Peng", "Mengxiao Hu", "Haizhou Li", "Li Yuan", "Yi Yang", "Yufeng Yue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C3JCwbMXbU
poster
2409.17555
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
[ "Kunyu Peng", "Di Wen", "Kailun Yang", "Ao Luo", "Yufan Chen", "Jia Fu", "M. Saquib Sarfraz", "Alina Roitberg", "Rainer Stiefelhagen" ]
[ "https://github.com/kpeng9510/ebil-hads" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C2xCLze1kS
oral
2405.16387
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
[ "Xunpeng Huang", "Difan Zou", "Hanze Dong", "Yi Zhang", "Yian Ma", "Tong Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C1hiRbzEH9
poster
Out-Of-Distribution Detection with Diversification (Provably)
[ "Haiyun Yao", "Zongbo Han", "Huazhu Fu", "Xi Peng", "Qinghua Hu", "Changqing Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C1d3VVfdVG
poster
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
[ "Chufan Shi", "Cheng Yang", "Xinyu Zhu", "Jiahao Wang", "Taiqiang Wu", "Siheng Li", "Deng Cai", "Yujiu Yang", "Yu Meng" ]
[ "https://github.com/davidfanzz/scmoe" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=C0EhyoPpTN
poster
2406.16749
Inferring stochastic low-rank recurrent neural networks from neural data
[ "Matthijs Pals", "A Erdem Sağtekin", "Felix C Pei", "Manuel Gloeckler", "Jakob H. Macke" ]
[ "https://github.com/mackelab/smc_rnns" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BxPa7Sn5Zq
poster
2410.08840
Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars
[ "Xuan Huang", "Hanhui Li", "Wanquan Liu", "Xiaodan Liang", "Yiqiang Yan", "Yuhao Cheng", "CHENQIANG GAO" ]
[ "https://github.com/xuanhuang0/guassianhand" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BtCrHwiBHP
poster
2405.20540
Fully Unconstrained Online Learning
[ "Ashok Cutkosky", "Zakaria Mhammedi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BrvLTxEx08
poster
2410.05673
Learning Equilibria in Adversarial Team Markov Games: A Nonconvex-Hidden-Concave Min-Max Optimization Problem
[ "Fivos Kalogiannis", "Jingming Yan", "Ioannis Panageas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BrPZMOQiSN
poster
2402.17902
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
[ "Taisuke Yasuda", "Kyriakos Axiotis", "Gang Fu", "Mohammadhossein Bateni", "Vahab Mirrokni" ]
[ "" ]
[]
[]
[]
NeurIPS2024