ICLR 2025 Conference Submissions

UniEEG: Advancing Universal EEG Representation with Electrode-Wise Time-Frequency Pretraining
Bu Jin, Shuning Xue, Jie Jiang, Longteng Guo, Xinxin Zhu, Jin Zhou, Cywang, Jing Liu
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Systematic Relational Reasoning With Epistemic Graph Neural Networks
Irtaza Khalid, Steven Schockaert
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Federated Graph Learning Framework With Attention Mechanism and Clustering Algorithm
Zhaowei Liu, Rufei Gao, Dong Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Test-Time Adversarial Defense with Opposite Adversarial Path and high Attack time cost
Cheng-Han Yeh, Kuanchun Yu, Chun-Shien Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning
Chenglong Kang, Xiaoyi Liu, Fei Guo
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks
Tianchi Yu, JINGWEI QIU, Jiang Yang, Ivan Oseledets
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MAC: A Multimodal Benchmark for Understanding and Generating Academic Journal Covers
Jin Gao, Jiahao Zhan, Chongxuan Li, Dequan Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Optimizing Top-$K$ Ranking Metrics in Recommender Systems
Weiqin Yang, Jiawei Chen, Shengjia Zhang, Peng Wu, Yan Feng, Chun Chen, Can Wang
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification
Hanning Guo, Farah Abdellatif, Yu Fu, N. Jon Shah, Abigail Morrison, Jürgen Dammers
- Published: 22 Jan 2025, Last Modified: 15 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Diverse Genomic Embedding Benchmark for Functional Evaluation Across the Tree of Life
Jacob West-Roberts, Joshua Kravitz, Nishant Jha, Andre Cornman, Yunha Hwang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Vector Segmented and Recombined Adaptation for Scalable and Efficient Model Tuning
Xuan Deng, Juan Xu, Piji Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Zhipeng Chen, Liang Song, Kun Zhou, Xin Zhao, Bingning Wang, weipeng chen, Ji-Rong Wen
- 27 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimizing Preference Alignment with Differentiable NDCG Ranking
Jiacong Zhou, Xianyun Wang, Jun Yu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Simple, Good, Fast: Self-Supervised World Models Free of Baggage
Jan Robine, Marc Höftmann, Stefan Harmeling
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
You Only Scan Once: Efficient Multi-dimension Sequential Modeling with LightNet
Zhen Qin, Yuxin Mao, Xuyang Shen, Dong Li, Jing Zhang, Yuchao Dai, Yiran Zhong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
Raul Fernandez-Diaz, Hoang Thanh Lam, Vanessa López, Denis C. Shields
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Deep Sparse Latent Feature Models for Knowledge Graph Completion
Haotian Li, Rui Zhang, Lingzhi Wang, Bin Yu, 王有威, Yuliang Wei, Kai Wang, Richard Yi Da Xu, Bailing Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
Ge Li, Dong Tian, Hongyi Zhou, Xinkai Jiang, Rudolf Lioutikov, Gerhard Neumann
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
3DS: Decomposed Difficulty Data Selection’s Case Study on LLM Medical Domain Adaptation
Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Xu Chu, Junfeng Zhao, Yasha Wang
- 27 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets
Dominic Phillips, Flaviu Cipcigan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback
Chen Chen, Yuchen Hu, Wen Wu, Helin Wang, EngSiong Chng, Chao Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Task and Model Agnostic Differentially Private Graph Neural Networks via Coarsening
Anuj Kumar Sirohi, Anjali Gupta, Sandeep Kumar, Amitabha Bagchi, Sayan Ranu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Trajectory-level Data Generation with Better Alignment for Offline Imitation Learning
Xiaowei Lu, Yunlong Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Certified Defense Against Complex Adversarial Attacks with Dynamic Smoothing
Francesco Quinzan, Marta Kwiatkowska
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone