ICLR 2025 Conference Submissions

FedDTPT: Federated Discrete and Transferable Prompt Tuning for Black-Box Large Language Models
Jiaqi Wu, Simin Chen, Yuzhe YANG, Yijiang Li, Shiyue Hou, Rui Jing, Zehua Wang, Wei Chen, Zijian Tian
- 28 Sept 2024 (modified: 27 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Phase Representations for Microstructural Segmentation in Metallographic Images through Expert Knowledge
Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko
- 28 Sept 2024 (modified: 24 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FAN: Fourier Analysis Networks
Yihong Dong, Ge Li, Yongding Tao, Xue Jiang, Kechi Zhang, Jia Li, Jing Su, Jun Zhang, Jingjing Xu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TableTextGrad: A Reflexive Framework for Tabuar Understanding
Chufan Gao, Jintai Chen, Jimeng Sun
- 28 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cluster-Driven Adversarial Perturbations for Robust Contrastive Learning
Seongyun Seo, Sungmin Han, Jeonghyun Lee, Sangkyun Lee
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Geometric and Physical Constraints Synergistically Improve Neural PDE Integration
Yunfei Huang, David S. Greenberg
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Quantum-PEFT: Ultra parameter-efficient fine-tuning
Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Generate explorative goals with large language model guidance
Xi Yuan, YAN ZHENG, Fuzheng Zhang, Di ZHANG, Hangyu Mao, Kun Gai
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
How Well Can LLMs Synthesize Molecules? An LLM-Powered Framework for Multi-Step Retrosynthesis
Liao Chang, Wenhao Zheng, Huaxiu Yao, Ying Wei
- 28 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Two Heads are Better than One: Retrieval Augmented LLM for Question Answering with External Knowledge Attention
Yuanhe Tian, Fei Xia, Yan Song
- 28 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring Compositionality in Vision Transformers using Wavelet Representations
Akshad Shyam Purushottamdas, Pranav K Nayak, Yashmitha Gogineni, Sumohana S. Channappayya, Konda Reddy Mopuri
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
TeacherActivityNet: A Novel Dataset for Monitoring Faculty Activities in Office Settings
Shoib Ahmed Shourav, Sadia Islam, Mir Moynuddin Ahmed Shibly, Nahid Hossain, Swakkhar Shatabda
- 28 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Think Then React: Towards Unconstrained Action-to-Reaction Motion Generation
Wenhui Tan, Boyuan Li, Chuhao Jin, Wenbing Huang, Xiting Wang, Ruihua Song
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
Yew Ken Chia, Liying Cheng, Hou Pong Chan, CHAOQUN LIU, Maojia Song, Mahani Aljunied, Soujanya Poria, Lidong Bing
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning by Causality to Improve Channel Dependency Modeling in Multivariate Time Series Forecasting
Hyunwook Lee, Hyotaek Jeon, Juwon Kim, Minsik Lee, Ko Keun Kim, Sungahn Ko
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Active Gaze Behavior Boosts Self-Supervised Object Learning
Zhengyang Yu, Arthur Aubret, Marcel C. Raabe, Jane Yang, Chen Yu, Jochen Triesch
- 28 Sept 2024 (modified: 12 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Full-Context Retrieval for Long Documents
Weili Cao, Jianyou Wang, Youze Zheng, Longtian Bao, Qirui Zheng, Taylor Berg-Kirkpatrick, Ramamohan Paturi, Leon Bergen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Model Evaluation
Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- 28 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
Kha Pham, Hung Le, Man Ngo, Truyen Tran
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Seeing Through the Mask: Rethinking Adversarial Examples for CAPTCHAs
Andreas Plesner, Yahya Jabary, Turlan Kuzhagaliyev, Roger Wattenhofer
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Alignment-Aware Model Extraction Attacks on Large Language Models
Zi Liang, Qingqing Ye, Yanyun Wang, Sen Zhang, Yaxin Xiao, RongHua Li, Jianliang Xu, Haibo Hu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
NetMoE: Accelerating MoE Training through Dynamic Sample Placement
Xinyi Liu, Yujie Wang, Fangcheng Fu, Xupeng Miao, Shenhan Zhu, Xiaonan Nie, Bin CUI
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure
Samet Demir, Zafer Dogan
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Offline Safe Policy Optimization From Human Feedback
Ze Gong, Pradeep Varakantham, Akshat Kumar
- 28 Sept 2024 (modified: 22 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone