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ICML 2024

A*

International Conference on Machine Learning

Official site ↗
2,611
accepted papers
10,104
authors
July 21-27, 2024
dates
Austria
location

300 / 2,611 papers

  1. 1
    3D Geometric Shape Assembly via Efficient Point Cloud Matching
    Nahyuk Lee
    ,
    Juhong Min
    ,
    Junha Lee
    ,
    Seungwook Kim
    ,
    Kanghee Lee
    ,
    Jaesik Park
    ,
    Minsu Cho
  2. 2
    3D-VLA: A 3D Vision-Language-Action Generative World Model
    Haoyu Zhen
    ,
    Xiaowen Qiu
    ,
    Peihao Chen
    ,
    Jincheng Yang
    ,
    Xin Yan
    ,
    Yilun Du
    ,
    Yining Hong
    ,
    Chuang Gan
  3. 3
    A Bayesian Approach to Online Planning
    Nir Greshler
    ,
    David Ben-Eli
    ,
    Carmel Rabinovitz
    ,
    Gabi Guetta
    ,
    Liran Gispan
    ,
    Guy Zohar
    ,
    Aviv Tamar
  4. 4
    A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models
    Sebastian Gregor Gruber
    ,
    Florian Buettner
  5. 5
    A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
    Zhihai Wang
    ,
    Lei Chen
    ,
    Jie Wang
    ,
    Yinqi Bai
    ,
    Xing Li
    ,
    Xijun Li
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Yongdong Zhang
    ,
    Feng Wu
  6. 6
    A Closer Look at the Limitations of Instruction Tuning
    Sreyan Ghosh
    ,
    Chandra Kiran Reddy Evuru
    ,
    Sonal Kumar
    ,
    Ramaneswaran S.
    ,
    Deepali Aneja
    ,
    Zeyu Jin
    ,
    Ramani Duraiswami
    ,
    Dinesh Manocha
  7. 7
    A Computational Framework for Solving Wasserstein Lagrangian Flows
    Kirill Neklyudov
    ,
    Rob Brekelmans
    ,
    Alexander Tong
    ,
    Lazar Atanackovic
    ,
    Qiang Liu
    ,
    Alireza Makhzani
  8. 8
    A connection between Tempering and Entropic Mirror Descent
    Nicolas Chopin
    ,
    Francesca R. Crucinio
    ,
    Anna Korba
  9. 9
    A Contextual Combinatorial Bandit Approach to Negotiation
    Yexin Li
    ,
    Zhancun Mu
    ,
    Siyuan Qi
  10. 10
    A decoder-only foundation model for time-series forecasting
    Abhimanyu Das
    ,
    Weihao Kong
    ,
    Rajat Sen
    ,
    Yichen Zhou
  11. 11
    A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
    Shentao Yang
    ,
    Tianqi Chen
    ,
    Mingyuan Zhou
  12. 12
    A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing
    Chengrui Li
    ,
    Weihan Li
    ,
    Yule Wang
    ,
    Anqi Wu
  13. 13
    A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
    Sebastian Sanokowski
    ,
    Sepp Hochreiter
    ,
    Sebastian Lehner
  14. 14
    A Distributional Analogue to the Successor Representation
    Harley Wiltzer
    ,
    Jesse Farebrother
    ,
    Arthur Gretton
    ,
    Yunhao Tang
    ,
    André Barreto
    ,
    Will Dabney
    ,
    Marc G. Bellemare
    ,
    Mark Rowland
  15. 15
    A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization
    Hongchang Gao
  16. 16
    A Dual-module Framework for Counterfactual Estimation over Time
    Xin Wang
    ,
    Shengfei Lyu
    ,
    Lishan Yang
    ,
    Yibing Zhan
    ,
    Huanhuan Chen
  17. 17
    A Dynamic Algorithm for Weighted Submodular Cover Problem
    Kiarash Banihashem
    ,
    Samira Goudarzi
    ,
    MohammadTaghi Hajiaghayi
    ,
    Peyman Jabbarzade
    ,
    Morteza Monemizadeh
  18. 18
    A Dynamical Model of Neural Scaling Laws
    Blake Bordelon
    ,
    Alexander B. Atanasov
    ,
    Cengiz Pehlevan
  19. 19
    A fast algorithm to simulate nonlinear resistive networks
    Benjamin Scellier
  20. 20
    A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization
    Xinwen Zhang
    ,
    Ali Payani
    ,
    Myungjin Lee
    ,
    Richard Souvenir
    ,
    Hongchang Gao
  21. 21
    A Field Guide for Pacing Budget and ROS Constraints
    Santiago R. Balseiro
    ,
    Kshipra Bhawalkar
    ,
    Zhe Feng
    ,
    Haihao Lu
    ,
    Vahab Mirrokni
    ,
    Balasubramanian Sivan
    ,
    Di Wang
  22. 22
    A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models
    Jiayi Wang
    ,
    Zhengling Qi
    ,
    Raymond K. W. Wong
  23. 23
    A Fixed-Point Approach for Causal Generative Modeling
    Meyer Scetbon
    ,
    Joel Jennings
    ,
    Agrin Hilmkil
    ,
    Cheng Zhang
    ,
    Chao Ma
  24. 24
    A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks
    Nicholas Monath
    ,
    Will Sussman Grathwohl
    ,
    Michael Boratko
    ,
    Rob Fergus
    ,
    Andrew McCallum
    ,
    Manzil Zaheer
  25. 25
    A General Framework for Learning from Weak Supervision
    Hao Chen
    ,
    Jindong Wang
    ,
    Lei Feng
    ,
    Xiang Li
    ,
    Yidong Wang
    ,
    Xing Xie
    ,
    Masashi Sugiyama
    ,
    Rita Singh
    ,
    Bhiksha Raj
  26. 26
    A General Framework for Sequential Decision-Making under Adaptivity Constraints
    Nuoya Xiong
    ,
    Zhaoran Wang
    ,
    Zhuoran Yang
  27. 27
    A General Online Algorithm for Optimizing Complex Performance Metrics
    Wojciech Kotlowski
    ,
    Marek Wydmuch
    ,
    Erik Schultheis
    ,
    Rohit Babbar
    ,
    Krzysztof Dembczynski
  28. 28
    A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
    Huy Nguyen
    ,
    Pedram Akbarian
    ,
    TrungTin Nguyen
    ,
    Nhat Ho
  29. 29
    A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective
    Baohong Li
    ,
    Haoxuan Li
    ,
    Anpeng Wu
    ,
    Minqin Zhu
    ,
    Shiyuan Peng
    ,
    Qingyu Cao
    ,
    Kun Kuang
  30. 30
    A Geometric Decomposition of Finite Games: Convergence vs. Recurrence under Exponential Weights
    Davide Legacci
    ,
    Panayotis Mertikopoulos
    ,
    Bary S. R. Pradelski
  31. 31
    A Geometric Explanation of the Likelihood OOD Detection Paradox
    Hamidreza Kamkari
    ,
    Brendan Leigh Ross
    ,
    Jesse C. Cresswell
    ,
    Anthony L. Caterini
    ,
    Rahul G. Krishnan
    ,
    Gabriel Loaiza-Ganem
  32. 32
    A Global Geometric Analysis of Maximal Coding Rate Reduction
    Peng Wang
    ,
    Huikang Liu
    ,
    Druv Pai
    ,
    Yaodong Yu
    ,
    Zhihui Zhu
    ,
    Qing Qu
    ,
    Yi Ma
  33. 33
    A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer
    Zhangyang Gao
    ,
    Daize Dong
    ,
    Cheng Tan
    ,
    Jun Xia
    ,
    Bozhen Hu
    ,
    Stan Z. Li
  34. 34
    A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
    Zhihai Wang
    ,
    Jie Wang
    ,
    Dongsheng Zuo
    ,
    Yunjie Ji
    ,
    Xilin Xia
    ,
    Yuzhe Ma
    ,
    Jianye Hao
    ,
    Mingxuan Yuan
    ,
    Yongdong Zhang
    ,
    Feng Wu
  35. 35
    A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
    Kuang-Huei Lee
    ,
    Xinyun Chen
    ,
    Hiroki Furuta
    ,
    John F. Canny
    ,
    Ian Fischer
  36. 36
    A Language Model's Guide Through Latent Space
    Dimitri von Rütte
    ,
    Sotiris Anagnostidis
    ,
    Gregor Bachmann
    ,
    Thomas Hofmann
  37. 37
    A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)
    Dehao Yuan
    ,
    Cornelia Fermüller
    ,
    Tahseen Rabbani
    ,
    Furong Huang
    ,
    Yiannis Aloimonos
  38. 38
    A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
    Andrew Lee
    ,
    Xiaoyan Bai
    ,
    Itamar Pres
    ,
    Martin Wattenberg
    ,
    Jonathan K. Kummerfeld
    ,
    Rada Mihalcea
  39. 39
    A Minimaximalist Approach to Reinforcement Learning from Human Feedback
    Gokul Swamy
    ,
    Christoph Dann
    ,
    Rahul Kidambi
    ,
    Steven Wu
    ,
    Alekh Agarwal
  40. 40
    A Multimodal Automated Interpretability Agent
    Tamar Rott Shaham
    ,
    Sarah Schwettmann
    ,
    Franklin Wang
    ,
    Achyuta Rajaram
    ,
    Evan Hernandez
    ,
    Jacob Andreas
    ,
    Antonio Torralba
  41. 41
    A Near-Linear Time Approximation Algorithm for Beyond-Worst-Case Graph Clustering
    Vincent Cohen-Addad
    ,
    Tommaso d'Orsi
    ,
    Aida Mousavifar
  42. 42
    A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
    Xiaochuan Gong
    ,
    Jie Hao
    ,
    Mingrui Liu
  43. 43
    A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data
    Wenqiang Li
    ,
    Weijun Li
    ,
    Lina Yu
    ,
    Min Wu
    ,
    Linjun Sun
    ,
    Jingyi Liu
    ,
    Yanjie Li
    ,
    Shu Wei
    ,
    Yusong Deng
    ,
    Meilan Hao
  44. 44
    A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions
    Kai Weixian Lan
    ,
    Elias Gueidon
    ,
    Ayano Kaneda
    ,
    Julian Panetta
    ,
    Joseph Teran
  45. 45
    A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems
    Théo Guyard
    ,
    Cédric Herzet
    ,
    Clément Elvira
    ,
    Ayse-Nur Arslan
  46. 46
    A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces
    Tobia Boschi
    ,
    Francesca Bonin
    ,
    Rodrigo Ordonez-Hurtado
    ,
    Alessandra Pascale
    ,
    Jonathan P. Epperlein
  47. 47
    A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization
    Ashwinee Panda
    ,
    Xinyu Tang
    ,
    Saeed Mahloujifar
    ,
    Vikash Sehwag
    ,
    Prateek Mittal
  48. 48
    A New Robust Partial p-Wasserstein-Based Metric for Comparing Distributions
    Sharath Raghvendra
    ,
    Pouyan Shirzadian
    ,
    Kaiyi Zhang
  49. 49
    A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
    Jiayi Wang
    ,
    Shiqiang Wang
    ,
    Rong-Rong Chen
    ,
    Mingyue Ji
  50. 50
    A Persuasive Approach to Combating Misinformation
    Safwan Hossain
    ,
    Andjela Mladenovic
    ,
    Yiling Chen
    ,
    Gauthier Gidel