ICLR 2025 Conference Submissions

CALM: Critic Automation with Language Models
Michael Y. Li, Vivek Vajipey, Noah Goodman, Emily Fox
- 28 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sharper Analysis of Data Echoing and New Communication-Efficient Algorithm for Data Parallelism
Junyi Li, Jie Ren, Yanfu Zhang, Heng Huang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Autoregressive Moving-average Attention Mechanism for Time Series Forecasting
Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang
- 28 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning-Augmented Frequent Directions
Anders Aamand, Justin Y. Chen, Siddharth Gollapudi, Sandeep Silwal, Hao WU
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Discovering Influential Neuron Path in Vision Transformers
Yifan Wang, Yifei Liu, Yingdong Shi, Changming Li, Anqi Pang, Sibei Yang, Jingyi Yu, Kan Ren
- Published: 22 Jan 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI
Yu Yang, Yuzhou Nie, Zhun Wang, Yuheng Tang, Wenbo Guo, Bo Li, Dawn Song
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GROOT: Graph Edge Re-growth and Partitioning for the Verification of Large Designs in Logic Synthesis
Kiran Thorat, Hongwu Peng, Yuebo Luo, Xi Xie, Shaoyi Huang, Amit Hasan, Jiahui Zhao, Yingjie Li, Nan Wu, Zhijie Shi, CUNXI YU, Caiwen Ding
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration
Chen Jiang, Jiahui An, Yating Liu, Ni Ji
- Published: 22 Jan 2025, Last Modified: 16 May 2025
- ICLR 2025 Oral
- Readers: Everyone
When narrower is better: the narrow width limit of Bayesian parallel branching neural networks
Zechen Zhang, Haim Sompolinsky
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
World-simulation as pre-training for scalable perception
Hao Xiang, Zhaoqi Leng, Alex Zihao Zhu, Kan Chen, Mengtian Li, Xia Chen, Yingwei Li, Tong He, Yanhui Liang, Junwen Yao, Yan Xu, Anant Subramanian, Cheolho Park, Runsheng Xu, Dragomir Anguelov, Mingxing Tan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Do Think Tags Really Help LLMs Plan? A Critical Evaluation of ReAct-Style Prompting
Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
- 28 Sept 2024 (modified: 05 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Reward Learning from Multiple Feedback Types
Yannick Metz, Andras Geiszl, Raphaël Baur, Mennatallah El-Assady
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Lowering Data Diversity can Accelerate Training: Case Studies in Synthetic Tasks
Suhas Kotha, Uzay Girit, Tanishq Kumar, Gaurav Rohit Ghosal, Aditi Raghunathan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hint Marginalization for Improved Reasoning in Large Language Models
Soumyasundar Pal, Didier Chételat, Yingxue Zhang, Mark Coates
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning
Yupeng Chen, Senmiao Wang, Zhihang Lin, Yushun Zhang, Haozhe Zhang, Weijian Sun, Tian Ding, Ruoyu Sun
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Orthogonalized Estimation of Difference of Q-functions
Defu Cao, Angela Zhou
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Simulation-Free Deep Learning Approach to Stochastic Optimal Control
Mengjian Hua, Mathieu Lauriere, Eric Vanden-Eijnden
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unmasking Trees for Tabular Data
Calvin McCarter
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Few-shot Style-Conditioned LLM Text Generation via Latent Interpolation
Moemen Gaafar, Anurag Sarkar, Matthew Guzdial
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ImProver: Agent-Based Automated Proof Optimization
Riyaz Ahuja, Jeremy Avigad, Prasad Tetali, Sean Welleck
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Angle-DFQ: Angle aware data free quantization
Stephen Bauer, Sudhakar Pamarti
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MTEEG: A Multi-Task Learning Framework for Enhanced Electroencephalography Analysis Using Low-Rank Adaptation
Sicheng Dai, Kai Chen, Hongwang Xiao, Shan Yu, Qiwei Ye
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
Sirui Li, Wenbin Ouyang, Yining Ma, Cathy Wu
- Published: 22 Jan 2025, Last Modified: 06 May 2025
- ICLR 2025 Poster
- Readers: Everyone