ICLR 2025 Conference Submissions

Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
Xiusheng Huang, Jiaxiang Liu, Yequan Wang, Jun Zhao, Kang Liu
- Published: 22 Jan 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Representations of Instruments for Partial Identification of Treatment Effects
Jonas Schweisthal, Dennis Frauen, Maresa Schröder, Konstantin Hess, Niki Kilbertus, Stefan Feuerriegel
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Segment Anything with Multiple Modalities
Aoran Xiao, Weihao Xuan, Heli Qi, Yun Xing, Shijian Lu, Naoto Yokoya
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Intrinsic-ControlNet : A Generative Rendering Approach to Render Any Real and Unreal
Jiayuan Lu, Rengan Xie, Zixuan Xie, Zhizhen Wu, Dianbing Xi, Rui Wang, Hujun Bao, Yuchi Huo
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Solving the Fuzzy Job Shop Scheduling Problem via Learning Approaches
Yijian Wang, Zhaoqiang Liu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency
Kai Gan, Bo Ye, Min-Ling Zhang, Tong Wei
- Published: 22 Jan 2025, Last Modified: 07 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Successor Features with Distributed Hebbian Temporal Memory
Evgenii Aleksandrovich Dzhivelikian, Petr Kuderov, Aleksandr Panov
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
AttnInput: Revolutionizing Pinyin Input with Context-Aware RWKV Language Models
Zhiyu Gui
- 26 Sept 2024 (modified: 13 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Spectral Highways: Injecting Homophily into Heterophilic Graphs
Karan Goyal, Saankhya Samanta, Vikram Goyal, Mukesh Mohania
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FedQLoRA: Federated Quantization-Aware LoRA for Large Language Models
Zhiwei Hu, Liang Zhang, Shan Dai, Shihua Gong, Qingjiang Shi
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Divergence of Neural Tangent Kernel in Classification Problems
Zixiong Yu, Songtao Tian, Guhan Chen
- Published: 22 Jan 2025, Last Modified: 28 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model
Chaochen Gao, Xing W, Qi Fu, Songlin Hu
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
GASLITEing the Retrieval: Poisoning Knowledge DBs to Mislead Embedding-based Search
Matan Ben-Tov, Mahmood Sharif
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robust LLM safeguarding via refusal feature adversarial training
Lei Yu, Virginie Do, Karen Hambardzumyan, Nicola Cancedda
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Mechanism-Empowered Multivariate Time Series Forecasting Model: Application to Tuberculosis Prediction
Li Danyu
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MoTE: Mixture of Task Experts for Embedding Models
Miguel Romero Calvo, Shuoyang Ding, Corey D Barrett, Georgiana Dinu, George Karypis
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
Jiawei Chen, Wentao Chen, Jing Su, Jingjing Xu, Hongyu Lin, Mengjie Ren, Yaojie Lu, Xianpei Han, Le Sun
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Boosting Offline Multi-Objective Reinforcement Learning via Preference Conditioned Diffusion Models
Lei Yuan, Yuchen Xiao, Lihe Li, Ziqian Zhang, Yi-Chen Li, Yang Yu
- 26 Sept 2024 (modified: 24 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation
Jingbo Sun, Songjun Tu, qichao Zhang, Haoran Li, Xin Liu, Yaran Chen, Ke Chen, Dongbin Zhao
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Can Mamba Always Enjoy the "Free Lunch"?
Ruifeng Ren, Zhicong Li, Yong Liu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models
Bonaventure F. P. Dossou
- 26 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Masked Mamba: An Efficient Self-Supervised Framework for Pathological Image Classification
Enhui Chai, Xingyu Li, Zheng Lu, Tianxiang Cui
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Does your model understand genes? A benchmark of gene properties for biological and text models
Yoav Kan-Tor, Michael Danziger, Eden Zohar, Matan Ninio, Yishai Shimoni
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Pattern Language for Machine Learning Tasks
Benjamin Rodatz, Ian Fan, Tuomas Laakkonen, Neil John Ortega, Thomas Hoffmann, Vincent Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
To Code or Not To Code? Exploring Impact of Code in Pre-training
Viraat Aryabumi, Yixuan Su, Raymond Ma, Adrien Morisot, Ivan Zhang, Acyr Locatelli, Marzieh Fadaee, Ahmet Üstün, Sara Hooker
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone