ICLR 2025 Conference Submissions

Global-to-Local Support Spectrums for Model Explainability
Lucas Agussurja, Xinyang Lu, Bryan Kian Hsiang Low
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
Jiajian Xie, Shengyu Zhang, Mengze Li, chengfei lv, Zhou Zhao, Fei Wu
- Published: 22 Jan 2025, Last Modified: 15 May 2025
- ICLR 2025 Poster
- Readers: Everyone
MolCoMA: Complementary Masking Strategy for Promoting Atom-Level Multi-Modal Molecular Representation
Mengwei Sun, Qiaozhen Meng, Fei Guo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Co-Evolution Learning
Zhenwei Long, Peng Sun, Zhenglin Cheng, Deyuan Liu, Tao Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Brain-inspired Multi-View Incremental Learning for Knowledge Transfer and Retention
Yuhong Chen, Huifeng Yin, Zihan Fang, Mingkun Xu, Yujie Wu, Qi Xu, Shiping Wang, Lei Deng, Shuai Zhong
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AdaFM: Adaptive Variance-Reduced Algorithm for Stochastic Minimax Optimization
Xiaokang Pan, Jin Liu, Shichao Kan, Junwen Duan, Zhe Qu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Characterizing the Training Dynamics of Private Fine-tuning with Langevin Diffusion
Shuqi Ke, Charlie Hou, Sewoong Oh, Giulia Fanti
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Shapley Value Approximation based on k-Additive Games
Guilherme Dean Pelegrina, Patrick Kolpaczki, Eyke Hüllermeier
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hierarchical Multiscale Diffuser for Extendable Long-Horizon Planning
Chang Chen, Hany Hamed, Doojin Baek, Yoshua Bengio, Sungjin Ahn
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning
Mehrdad Moghimi, Hyejin Ku
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoCustomization: A Unified Framework for Effortless, Selective LLM Bias and Style Finetuning
Jaroslaw Kochanowicz, Mateusz Olko, Gracjan Góral, Konrad Szewczyk, Krzysztof Dziedzic, Piotr Miłoś
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Elliptic Loss Regularization
Ali Hasan, Haoming Yang, Yuting Ng, Vahid Tarokh
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
Timofei Gritsaev, Nikita Morozov, Sergey Samsonov, Daniil Tiapkin
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Skill-level Student Abilities with Item Response Theory
Guimei Liu, Jung-jae Kim, Yu Lu, Xiaoli Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Drift2Matrix: Kernel-Induced Self Representation for Concept Drift Adaptation in Co-evolving Time Series
Kunpeng Xu, Lifei Chen, Shengrui Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
Jonas Gehring, Kunhao Zheng, Jade Copet, Vegard Mella, Taco Cohen, Gabriel Synnaeve
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Professor X: Manipulating EEG BCI with Invisible and Robust Backdoor Attack
Xuan-Hao Liu, Xinhao Song, Dexuan He, Bao-liang Lu, Wei-Long Zheng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Improving Reasoning Performance in Large Language Models via Representation Engineering
Bertram Højer, Oliver Simon Jarvis, Stefan Heinrich
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Breaking the Detection-Generalization Paradox on Out-Of-Distribution Data
Xuan Li, Zhanke Zhou, YiXiao ZHENG, Jiangchao Yao, Lu Zhang, Bo Han
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Improving Uncertainty Estimation through Semantically Diverse Language Generation
Lukas Aichberger, Kajetan Schweighofer, Mykyta Ielanskyi, Sepp Hochreiter
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
LANE: Label-Aware Noise Elimination for Fine-Grained Text Classification
Tiberiu Sosea, Cornelia Caragea
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Semi-autoregressive Decoding for Efficient LLM Inference
Yanzhi Chen, Menglin Xia, Wenbo Gong, Ankur Mallick, Srikant Bharadwaj, Metod Jazbec, Shoaib Ahmed Siddiqui, Adrian Weller, Victor Rühle
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Interaction Makes Better Segmentation: An Interaction-based Framework for Temporal Action Segmentation
Minjie Xu, Jinrong Zhang, Shenglan Liu, Lin Feng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
- Published: 22 Jan 2025, Last Modified: 22 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Sparse Causal Model: A Novel Approach for Causal Discovery and Attributions on Sparse Dataset
kalyani pakhale, MADHU KRISHNA R, Ravindra Patil
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone