ICLR 2025 Conference Submissions

Distribution-Dependent Rates for Multi-Distribution Learning
Rafael Hanashiro, Patrick Jaillet
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
Gaoyue Zhou, Hengkai Pan, Yann LeCun, Lerrel Pinto
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spectraformer: A Unified Random Feature Framework for Transformer
Duke Nguyen, Aditya Joshi, Flora D. Salim
- 27 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates
Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Mojtaba Soltanalian, Niloofar Yousefi
- 27 Sept 2024 (modified: 26 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Data-Centric Human Preference Optimization with Rationales
Hoang Anh Just, Ming Jin, Anit Kumar Sahu, HUY PHAN, Ruoxi Jia
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs
Rui Pu, Chaozhuo Li, Rui Ha, Zejian Chen, Litian Zhang, Zheng Liu, Lirong Qiu, Xi Zhang
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models
Kehua Feng, Keyan Ding, Weijie Wang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Yu Zhao, Jianhua Yao, Qiang Zhang, Huajun Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Advancing Graph Generation through Beta Diffusion
Xinyang Liu, Yilin He, Bo Chen, Mingyuan Zhou
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Skip the Steps: Data-Free Consistency Distillation for Diffusion-based Samplers
Pascal Jutras Dube, Aniket Bera, Ruqi Zhang
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FISTAPruner: Layer-wise Post-training Pruning for Large Language Models
Pengxiang Zhao, Hanyu Hu, Ping Li, Yi ZHENG, Zhefeng Wang, Xiaoming Yuan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization
Jingrong Wei, Long Chen
- Published: 22 Jan 2025, Last Modified: 08 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Contextually Harmonious Local Video Editing
Jiayi Gao, Changcheng Hua, Yuxin Peng, Kongming Liang, Zhanyu Ma, Jun Guo, Yang Liu
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Robust Decentralized VFL Over Dynamic Device Environment
Surojit Ganguli, Zeyu Zhou, Christopher Brinton, David I. Inouye
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sampling-Enhanced Large Neighborhood Search for Solving Integer Linear Programs
Shengyu Feng, Zhiqing Sun, Yiming Yang
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Skill Discovery using Language Models
Wensen Mao, Wenjie Qiu, Yuanlin Duan, He Zhu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
Xiaolei Wang, Xinyu Tang, Junyi Li, Xin Zhao, Ji-Rong Wen
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
Alexander H. Liu, Sang-gil Lee, Chao-Han Huck Yang, Yuan Gong, Yu-Chiang Frank Wang, James R. Glass, Rafael Valle, Bryan Catanzaro
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
When do GFlowNets learn the right distribution?
Tiago Silva, Rodrigo Barreto Alves, Eliezer de Souza da Silva, Amauri H Souza, Vikas Garg, Samuel Kaski, Diego Mesquita
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation
Sua Lee, Kyubum Shin, Jung Ho Park
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Interfering with Interference: Blind Shuffling and Superposition for Better Multi-Model Compression
Hangyu Zhou, Aaron Gokaslan, Volodymyr Kuleshov, Bharath Hariharan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
One-Hot Multi-Level LIF Spiking Neural Networks for Enhanced Accuracy-Latency Tradeoff
Pierre Abillama, Changwoo Lee, Andrea Bejarano-Carbo, Qirui Zhang, Dennis Sylvester, David Blaauw, Hun-Seok Kim
- 27 Sept 2024 (modified: 06 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Shapley Is Not All You Need: Sobol's Total Indices for Feature Selection and Performance Loss Estimation
Zonghan Zhang, Zhiqian Chen
- 27 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
Yichi Zhang, Zhuo Chen, Lingbing Guo, yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
- Published: 22 Jan 2025, Last Modified: 27 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
GIFT-Eval: A Benchmark for General Time Series Forecasting Model Evaluation
Taha Aksu, Gerald Woo, Juncheng Liu, Xu Liu, Chenghao Liu, Silvio Savarese, Caiming Xiong, Doyen Sahoo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Contrastive Learning from Synthetic Audio Doppelgängers
Manuel Cherep, Nikhil Singh
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone