ICLR 2025 Conference Submissions

AccCtr: Accelerating Training-Free Control For Text-to-Image Diffusion Models
Longquan Dai, He Wang, Jinhui Tang
- 28 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MIND THE GAP: ALIGNING THE BRAIN WITH LANGUAGE MODELS REQUIRES A NONLINEAR AND MULTIMODAL APPROACH
Danny Dongyeop Han, Yunju Cho, Jiook Cha, Jay-Yoon Lee
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reformer: A Deep Learning Model for Runtime Selection of Convolution Kernels
Muhammad Saud Ul Hassan, Devanshu Mantri, Jehandad Khan, Christopher Erb, Alexandra Bara, Reid Kawaja, Jun Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
An Empirical Study of Deep Reinforcement Learning in Continuing Tasks
Yi Wan, Dmytro Korenkevych, Zheqing Zhu
- 28 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improving Fairness and Mitigating MADness in Generative Models
Paul M Mayer, Lorenzo Luzi, Ali Siahkoohi, Don H. Johnson, Richard Baraniuk
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Watchmaker Functions and Meta Specification of Open-Ended Learning Systems
Tennison Liu, Mihaela van der Schaar
- 28 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Seyed Iman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, Oncel Tuzel, Samy Bengio, Mehrdad Farajtabar
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Generating All-Atom Protein Structure from Sequence-Only Training Data
Amy X. Lu, Wilson Yan, Vladimir Gligorijevic, Kyunghyun Cho, Richard Bonneau, Kevin K Yang, Pieter Abbeel, Nathan C. Frey
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
Ryan Liu, Jiayi Geng, Addison J. Wu, Ilia Sucholutsky, Tania Lombrozo, Thomas L. Griffiths
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models
Bo Pan, Zhen Xiong, Guanchen Wu, Yifei Zhang, Zheng Zhang, Liang Zhao
- 28 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Effect of Personalization in FedProx: A Fine-grained Analysis on Statistical Accuracy and Communication Efficiency
Xin Yu, Zelin He, Ying Sun, Lingzhou Xue, Runze Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Advancing Algorithmic Trading with Large Language Models: A Reinforcement Learning Approach for Stock Market Optimization
Ali Riahi Samani, Fateme Golivand Darvishvand, Feng Chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Roadmap towards Superhuman Speech Understanding using Large Language Models
FanBu, Yuhao Zhang, Xidong Wang, Benyou Wang, Qun Liu, Haizhou Li
- 28 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation
Jongmin Lee, Meiqi Sun, Pieter Abbeel
- Published: 22 Jan 2025, Last Modified: 14 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Identifiability for Gaussian Processes with Holomorphic Kernels
Ameer Qaqish, Didong Li
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Explaining Hypergraph Neural Networks: From Local Explanations to Global Concepts
Shiye Su, Iulia Duta, Lucie Charlotte Magister, Pietro Lio
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Machine Unlearning for Streaming Forgetting
Shaofei Shen, Chenhao Zhang, Yawen Zhao, Alina Bialkowski, Weitong Chen, Miao Xu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discovering Group Structures via Unitary Representation Learning
Dongsung Huh
- Published: 22 Jan 2025, Last Modified: 14 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
On the interplay between learning and memory in deep state space models
Jakub Smekal, Nicolas Zucchet, Dan Biderman, E. Kelly Buchanan, Jimmy T.H. Smith, Scott Linderman
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Image Watermarks are Removable using Controllable Regeneration from Clean Noise
Yepeng Liu, Yiren Song, Hai Ci, Yu Zhang, Haofan Wang, Mike Zheng Shou, Yuheng Bu
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Retrieval-Reasoning Large Language Model-based Synthetic Clinical Trial Generation
Zerui Xu, Fang Wu, Tianfan Fu, Yue Zhao
- 28 Sept 2024 (modified: 07 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Cross-Lingual and Cross-Domain Adaptability in Large Language Models for Software Engineering
Yuanhao Li, Haocheng Yang, Wei Tan, Shilong Yuan, Hongbo Wang, Zhenghan chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Simple, Accurate, and Efficient Axis-Aligned Decision Tree Learning
Shaona Cheng, Nestor Cabello, Lars Kulik
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Latent Weight Diffusion: Generating policies from trajectories
Shashank Hegde, Gautam Salhotra, Gaurav S. Sukhatme
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone