ICLR 2025 Conference Submissions

LAM Simulator: Advancing Large Action Model Training for Agent via Online Exploration and Feedback Simulation
Thai Quoc Hoang, Shirley Kokane, Jianguo Zhang, Tian Lan, Zuxin Liu, Ming Zhu, Jake Grigsby, Michael S Ryoo, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Emergent Geometry in Neural Representations of the Visual World
Liam Storan, Nikos Karantzas, David Klindt, Konstantin Friedrich Willeke, Dongrui Deng, Michał Gerasimiuk, Xaq Pitkow, Katrin Franke, Nina Miolane, Sophia Sanborn, Andreas S. Tolias
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Lawma: The Power of Specialization for Legal Annotation
Ricardo Dominguez-Olmedo, Vedant Nanda, Rediet Abebe, Stefan Bechtold, Christoph Engel, Jens Frankenreiter, Krishna P. Gummadi, Moritz Hardt, Michael Livermore
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Open-World Planning via Lifted Regression with LLM-based Affordances for Embodied Agents
Xiaotian Liu, HANZE LI, Punyaphat Sukcharoenchaikul, Ali Pesaranghader, Jaehong Kim, Tanmana Sadhu, Hyejeong Jeon, Scott Sanner
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neural Network Adaptive Quantization based on Bayesian Deep Learning
Kirill Yashunin, Ivan Plokhikh, Ilya Ivanchenko, Nikita Andreyevich Radeev, Timofei Prasolov, Anton Tarasenko, Ivan Bondarenko, Rustam Mullyadzhanov
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
T-Graphormer: Using Transformers for Spatiotemporal Forecasting
Hao Yuan Bai, Xue Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
Junjielong Xu, Qinan Zhang, Zhiqing Zhong, Shilin He, Chaoyun Zhang, Qingwei Lin, Dan Pei, Pinjia He, Dongmei Zhang, Qi Zhang
- Published: 22 Jan 2025, Last Modified: 09 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Reducing Bias in Feature Extractors for Extreme Universal Domain Adaptation
Hung-Chieh Fang, Po-Yi Lu, Hsuan-Tien Lin
- 28 Sept 2024 (modified: 27 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LLM-Powered Predictive Decision-Making for Sustainable Data Center Operations
Hanzhao Wang, Jingxuan Wu, Yu Pan, Yumeng Li, Yansong Wang, Helang Liu, Fuqiang Wang, Guanting Chen
- 28 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
WIQOR: A dataset for what-if analysis of Operations Research problems
Aditya Parashar, Natalia Kosilova, Ari Kobren
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks
Ankur Mali, Tommaso Salvatori, Alex Ororbia
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Federated Unlearning with Diffusion Models
Mingzhao Yang, Bin Li, Xiangyang Xue
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Communicating Activations Between Language Model Agents
Vignav Ramesh, Kenneth Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Wavelet-based Positional Representation for Long Context
Yui Oka, Taku Hasegawa, Kyosuke Nishida, Kuniko Saito
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Model Comparisons: XNet Outperforms KAN
Xin Li, Zhihong Jeff Xia, Xiaotao Zheng
- 28 Sept 2024 (modified: 04 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Naman Jain, King Han, Alex Gu, Wen-Ding Li, Fanjia Yan, Tianjun Zhang, Sida Wang, Armando Solar-Lezama, Koushik Sen, Ion Stoica
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints
Divij Handa, Pavel Dolin, Shrinidhi Kumbhar, Tran Cao Son, Chitta Baral
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Gradient Descent and Attention Models: Challenges Posed by the Softmax Function
Salma Tarmoun, Lachlan Ewen MacDonald, Hancheng Min, Ziqing Xu, Rene Vidal
- 28 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Efficiency and Regularization in Convolutional Neural Networks: Strategies for Optimized Dropout
Mehdi Ghayoumi
- 28 Sept 2024 (modified: 21 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Solving Robotics Problems in Zero-Shot with Vision-Language Models
Zidan Wang, Rui Shen, Bradly C. Stadie
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
No Preference Left Behind: Group Distributional Preference Optimization
Binwei Yao, Zefan Cai, Yun-Shiuan Chuang, Shanglin Yang, Ming Jiang, Diyi Yang, Junjie Hu
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape
Tiejin Chen, Wenwang Huang, Linsey Pang, Dongsheng Luo, Hua Wei
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ToM-agent: Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection
Bo Yang, Jiaxian Guo, Yusuke Iwasawa, Yutaka Matsuo
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
Amrith Setlur, Chirag Nagpal, Adam Fisch, Xinyang Geng, Jacob Eisenstein, Rishabh Agarwal, Alekh Agarwal, Jonathan Berant, Aviral Kumar
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
CCM-DiT: Camera-pose Controllable Method for DiT-based Video Generation
Yuelei Wang
- 28 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone