ICLR 2025 Conference Submissions

Inheritune: Training Smaller Yet More Attentive Language Models
Sunny Sanyal, Ravid Shwartz-Ziv, Sujay Sanghavi, Alex Dimakis
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Relative-Translation Invariant Wasserstein Distance
Binshuai Wang, Qiwei Di, Ming Yin, Mengdi Wang, Quanquan Gu, Peng Wei
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization
Chen Bo Calvin Zhang, Zhang-Wei Hong, Aldo Pacchiano, Pulkit Agrawal
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Risk-Sensitive Variational Actor-Critic: A Model-Based Approach
Alonso Granados, Reza Ebrahimi, Jason Pacheco
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Large Skillsets in Stochastic Settings with Empowerment
Andrew Levy, Alessandro G Allievi, George Konidaris
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
Guanlin Liu, Kaixuan Ji, Renjie Zheng, Zheng Wu, Chen Dun, Quanquan Gu, Lin Yan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Personalized Federated Fine-tuning for Heterogeneous Data: a Two-Level Low Rank Adaptation Approach
Jie Hao, Yuman Wu, Ali Payani, Myungjin Lee, Mingrui Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stochastic Flow Matching for Resolving Small-Scale Physics
Stathi Fotiadis, Noah D Brenowitz, Tomas Geffner, Yair Cohen, Michael Pritchard, Arash Vahdat, Morteza Mardani
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Spectral Framework for Assessing the Geodesic Distance Between Graphs
Soumen Sikder Shuvo, Ali Aghdaei, Zhuo Feng
- 28 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
NNetscape Navigator: Complex Demonstrations for Web Agents Without a Demonstrator
Shikhar Murty, Dzmitry Bahdanau, Christopher D Manning
- 28 Sept 2024 (modified: 14 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unveiling Causal Relationships Among Candidate Output Tokens in Large Language Models: Towards Interpretability and Control
Haoyu Peter Wang, Xiaohan Chen, Huajie Qian, Wotao Yin, Xinshang Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Dataset Quantization: Efficient Core Set Selection via Semantically-Aware Data Augmentation
Yangze Liu, Hong Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
L3Ms — Lagrange Large Language Models
Guneet S. Dhillon, Xingjian Shi, Yee Whye Teh, Alex Smola
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models
Rahul Thapa, Kezhen Chen, Ian Connick Covert, Rahul Chalamala, Ben Athiwaratkun, Shuaiwen Leon Song, James Zou
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Locality Alignment Improves Vision-Language Models
Ian Connick Covert, Tony Sun, James Zou, Tatsunori Hashimoto
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FactCheckmate: Preemptively Detecting and Mitigating Hallucinations in LMs
Deema Alnuhait, Neeraja Kirtane, Muhammad Khalifa, Hao Peng
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Constrained Multi-Objective Optimization
Dongsheng Li, Xinghan Gong, Xiaowen Gong, Shiwen Mao
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VerifierQ: Enhancing LLM Test Time Compute with Q-Learning-based Verifiers
Jianing Qi, Hao Tang, Zhigang Zhu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Image Restoration for Training Data Reconstructed from Trained Neural Networks
Matthias Englert, Ranko Lazic, Avi Semler
- 28 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SimpleToM: Exposing the Gap between Explicit ToM Inference and Implicit ToM Application in LLMs
Yuling Gu, Oyvind Tafjord, Hyunwoo Kim, Jared Moore, Ronan Le Bras, Peter Clark, Yejin Choi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamical modeling for real-time inference of nonlinear latent factors in multiscale neural activity
Eray Erturk, Maryam Shanechi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enabling Pareto-Stationarity Exploration in Multi-Objective Reinforcement Learning: A Weighted-Chebyshev Multi-Objective Actor-Critic Approach
FNU Hairi, Yang Jiao, Tianchen Zhou, Haibo Yang, Chaosheng Dong, Fan Yang, Michinari Momma, Yan Gao, Jia Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Agent Path Finding via Decision Transformer and LLM Collaboration
Merve Atasever, Mihir Nitin Kulkarni, Qingpei Li, Matthew Hong, Jyotirmoy V. Deshmukh
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving
Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun
- 28 Sept 2024 (modified: 16 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GCNFT: Graph Convolutional Networks Aware Generative Feature Transformation
Wangyang Ying, Nanxu Gong, Haoyue Bai, Yanjie Fu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone