ICLR 2025 Conference Submissions

Teaching Transformers Causal Reasoning through Axiomatic Training
Aniket Vashishtha, Abhinav Kumar, Atharva Pandey, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PokeChamp: an Expert-level Minimax Language Agent for Competitive Pokemon
Seth Karten, Andy Luu Nguyen, Chi Jin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Effectively Steer LLM To Follow Preference via Building Confident Directions
Bingqing Song, Boran Han, Shuai Zhang, Hao Wang, Haoyang Fang, Bonan Min, Bernie Wang, Mingyi Hong
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unlocking Video-LLM via Agent-of-Thoughts Distillation
Yudi Shi, Shangzhe Di, Qirui Chen, Weidi Xie
- 28 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Molecular Active Learning: How can LLMs Help?
Yuanqing Wang, Yuzhi Xu, Stefano Martiniani, Theofanis Karaletsos, Andrew Gordon Wilson, Kyunghyun Cho
- 28 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning to Optimize for Mixed-Integer Nonlinear Programming
Bo Tang, Elias Boutros Khalil, Jan Drgona
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Variable Forward Regularization to Replace Ridge in Online Linear Regression
Junda Wang, Minghui Hu, Ning Li, Ponnuthurai Nagaratnam Suganthan
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Consistency Checks for Language Model Forecasters
Daniel Paleka, Abhimanyu Pallavi Sudhir, Alejandro Alvarez, Vineeth Bhat, Adam Shen, Evan Wang, Florian Tramèr
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
RetFormer: Enhancing Multimodal Retrieval for Image Recognition
Tianrui Yu, Xiubo Liang, Hongzhi Wang, Weidong Geng
- 28 Sept 2024 (modified: 12 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Diverse Graph-based Nearest Neighbor Search
Piyush Anand, Piotr Indyk, Ravishankar Krishnaswamy, Sepideh Mahabadi, Vikas C. Raykar, Kirankumar Shiragur, Haike Xu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Approximating Multiple Robust Optimization Solutions in One Pass via Proximal Point Methods
Hao Hao, Peter Y Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Ziteng Wang, Jun Zhu, Jianfei Chen
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Human-like Communication Strategies for Improved Multi-Agent Reinforcement Learning
Stav Belogolovsky, Eran Iceland, Itay Naeh, Ariel Barel, Shie Mannor
- 28 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts
Yijia Xiao, Edward Sun, Wei Wang
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multi-Marginal Stochastic Flow Matching for Alignment of High-Dimensional Snapshot Data at Irregular Time Points
Justin Lee, Behnaz Moradijamei, Heman Shakeri
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MASIMU: Multi-Agent Speedy and Interpretable Machine Unlearning
Saptarashmi Bandyopadhyay, John Cole, John P Dickerson
- 28 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
RL$^3$: Boosting Meta Reinforcement Learning via RL inside RL$^2$
Abhinav Bhatia, Samer B. Nashed, Shlomo Zilberstein
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generalist Policy for k-Server Problem on Graphs using Deep Reinforcement Learning with Action-Value Decomposition
Iliyas Bektas, Ayan Mukhopadhyay, Aron Laszka
- 28 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Explained Keywords Empower Large Language Models for Code Generation
Lishui Fan, Mouxiang Chen, Zhongxin Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Uniform Wrappers: Bridging Concave to Quadratizable Functions in Online Optimization
Mohammad Pedramfar, Christopher John Quinn, Vaneet Aggarwal
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Dual-Modal Framework Utilizing Visual Prompts for Enhanced Patch Analysis
Mingqiao Mo, Yifang Xu, Yiyang Niu, Chunyang Ye, Hanyi Yu, Wu Tingting, Zhenghan chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks
Jiuding Sun, Jing Huang, Sidharth Baskaran, Karel D'Oosterlinck, Christopher Potts, Michael Sklar, Atticus Geiger
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Bridging Visual Communication and Data Exploration through Pose-Driven Query Synthesis
Guyang Yu, Kai Shu, Jianfei Xiao, HuiKang, Hanyi Yu, Zheng Hui, Tao Feng, Zhenghan chen
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Incorporating gauge-invariance in equivariant networks
Manos Theodosis, Demba E. Ba, Nima Dehmamy
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Annotation Bootstrapping: Reinforcing Visual Pre-Training using Unlabelled Images
Dibya Ghosh, Sergey Levine
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone