ICLR 2025 Conference Submissions

TaKF$^{+}$: A versatile and parameter-efficient tuning for EEG foundation model
Jaehyun Jeon, Seungwoo Jeong, Yeajin Shon, Heung-Il Suk
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
NuwaTS: a Foundation Model Mending Every Incomplete Time Series
Jinguo Cheng, Chunwei Yang, Wanlin Cai, Yuxuan Liang, Qingsong Wen, Yuankai Wu
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Lean-STaR: Learning to Interleave Thinking and Proving
Haohan Lin, Zhiqing Sun, Sean Welleck, Yiming Yang
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
Shiyu Wang, Jiawei LI, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Ju Shengtong, Zhixuan Chu, Ming Jin
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Oral
- Readers: Everyone
$\texttt{LLaPA}$: Harnessing Language Models for Protein Enzyme Function
Jie Peng, Zijie Liu, Sukwon Yun, Yanyong Zhang, Tianlong Chen
- 27 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Searching Strengthens Large Language Models in Finding Bugs of Deep Learning Libraries
Zhen Wang, Jie Wang, Hui-Ling Zhen, Lihao Yin, Zhihai Wang, Mingxuan Yuan, Jianye HAO, Feng Wu
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DynFrs: An Efficient Framework for Machine Unlearning in Random Forest
Shurong Wang, Zhuoyang Shen, Xinbao Qiao, Tongning Zhang, Meng Zhang
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SoftSignSGD(S3): An Enhanced Optimize for Practical DNN Training and Loss Spikes Minimization Beyond Adam
Hanyang Peng, Shuang Qin, Fangqing Jiang, Yue Yu, Hui Wang, Ge Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Challenging the Counterintuitive: Revisiting Simple Likelihood Tests with Normalizing Flows for Tabular Data Anomaly Detection
Donghwan Kim, Jung Hun Phee, Hyunsoo Yoon
- 27 Sept 2024 (modified: 16 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
Jixun Yao, Hexin Liu, Chen Chen, Yuchen Hu, EngSiong Chng, Lei Xie
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Using Stochastic Gradient Descent to Smooth Nonconvex Functions: Analysis of Implicit Graduated Optimization
Naoki Sato, Hideaki Iiduka
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FEDNET: FREQUENCY ENHANCED DECOMPOSED NETWORK FOR OUT-OF-DISTRIBUTION TIME SERIES CLASSIFICATION
Kehan Yin, Hong Huang, Ruize Shi, Hua Zhu, Wei Zhou, Hai Jin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds
Edward Chen, Natalie Dullerud, Thomas Niedermayr, Elizabeth Kidd, Ransalu Senanayake, Pang Wei Koh, Sanmi Koyejo, Carlos Guestrin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Uncertainty-aware Fine-tuning on Time Series Foundation Model for Anomaly Detection
Dongxia Wu, Yilin Shen, Hongxia Jin
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Lay-Your-Scene: Open-Vocabulary Text to Layout Generation
Divyansh Srivastava, Xiang Zhang, Chenru Wen, He Wen, Zhuowen Tu
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FastAttention: Extend FlashAttention2 to NPUs and Low-resource GPUs for Efficient Inference
Haoran Lin, Xianzhi Yu, Kang Zhao, Lu Hou, ZongYuan Zhan, Stanislav Kamenev, Han Bao, Ting Hu, Mingkai Wang, QixinChang, Siyue Sui, Weihao sun, JiaxinHu, Jun Yao, Zekun Yin, Cheng Qian, Ying Zhang, PanYinfei, Yang yu, Weiguo Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SIRA: Exposing Vulnerabilities in Text Watermarking with Self-Information Rewrite Attacks
Yixin Cheng, Hongcheng Guo, Yangming Li, Leonid Sigal
- 27 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Learned Reference-based Diffusion Sampler for multi-modal distributions
Maxence Noble, Louis Grenioux, Marylou Gabrié, Alain Oliviero Durmus
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Advancing Text-to-3D Generation with Linearized Lookahead Variational Score Distillation
Yu Lei, Bingde Liu, Qingsong Xie, Haonan Lu, Zhijie Deng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Negative-Prompt-driven Alignment for Generative Language Model
Shiqi Qiao, Ning Xu, Biao Liu, Xin Geng
- 27 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Automatic Combination of Sample Selection Strategies for Few-Shot Learning
Branislav Pecher, Ivan Srba, Maria Bielikova, Joaquin Vanschoren
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Lipschitzness Data-free Backdoor Defense
Zhiyu Zhu, Zhibo Jin, Huaming Chen, Teng Joon Lim
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Quantifying Memory Utilization with Effective State-Size
Rom Parnichkun, Neehal Tumma, Armin W Thomas, Alessandro Moro, Qi An, Taiji Suzuki, Atsushi Yamashita, Michael Poli, Stefano Massaroli
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone