ICLR 2025 Conference Submissions

DDAD: A Two-Pronged Adversarial Defense Based on Distributional Discrepancy
Jiacheng Zhang, Benjamin I. P. Rubinstein, Jingfeng Zhang, Feng Liu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Consistency Guaranteed Causal Graph Recovery with Large Language Models
Yuzhe Zhang, Yipeng Zhang, Yidong Gan, Lina Yao, Chen Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Bench-O-Matic: Automating Benchmark Curation from Crowdsourced Data
Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
3D-CT-GPT++: Enhancing 3D Radiology Report Generation with Direct Preference Optimization and Large Vision-Language Models
Hao Chen, Wei Zhao, Yingli Li, Wenjun Li, Zhuoyi Li, Ning Zhu, Tianyang Zhong, Yisong Wang, Youlan Shang, Lei Guo, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Logarithmic Linear Units (LogLUs): A Novel Activation Function for Improved Convergence in Deep Neural Networks
Rishi Chaitanya Sri Prasad Nalluri, Prabakaran Ganeshan, Karthik Rajendran
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
Yinan Zheng, Ruiming Liang, Kexin ZHENG, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Stacking Small Language Models for Generalizability
Laurence Liang
- 28 Sept 2024 (modified: 07 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
AQUATIC-Diff: Additive Quantization for Truly Tiny Compressed Diffusion Models
Adil Hasan, Thomas Peyrin
- 28 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SYNBUILD-3D: A multi-modal synthetic dataset of over 100,000 semantically enriched 3D building wireframes with AI-generated floor plans
Kevin Mayer, Alex Vesel, Xinyi Zhao, Martin Fischer
- 28 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Treatment Rule Optimization Under Counterfactual Temporal Point Processes with Latent States
Xinye Chen, Gegenduolan Zhang, Yinghao Fu, Chao Yang, Shuang Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
Jiawei Zhang, Xuan Yang, Taiqi Wang, Yu Yao, Aleksandr Petiushko, Bo Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Naturality-Guided Hyperedge Disentanglement for Message Passing Hypergraph Neural Network
Yoonho Lee, Junseok Lee, Sangwoo Seo, Sungwon Kim, Chanyoung Park
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
Jinbiao Chen, Jiahai Wang, Zhiguang Cao, Yaoxin Wu
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
MicroCrackAttentionNeXt: Advancing Microcrack Detection in Wave Field Analysis Using Deep Neural Networks through Feature Visualization.
Fatahlla Moreh, Yusuf Hasan, Bilal Zahid Hussain, Mohammad Ammar, Sven Tomforde
- 28 Sept 2024 (modified: 12 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation
Arvin Tashakori, Arash Tashakori, Gongbo Yang, Z. Jane Wang, Peyman Servati
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance
Joseph J Peper, Wenzhao Qiu, Ali Payani, Lu Wang
- 28 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning
Shiguang Wu, Yaqing Wang, Yatao Bian, Quanming Yao
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, xh.zhao, Tao Gui, Qi Zhang, Xuanjing Huang
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Privately Learning from Graphs with Applications in Fine-tuning Large Pretrained Models
Haoteng Yin, Rongzhe Wei, Eli Chien, Pan Li
- 28 Sept 2024 (modified: 17 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Benjamin Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
ICLR: In-Context Learning of Representations
Core Francisco Park, Andrew Lee, Ekdeep Singh Lubana, Yongyi Yang, Maya Okawa, Kento Nishi, Martin Wattenberg, Hidenori Tanaka
- Published: 22 Jan 2025, Last Modified: 02 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Ensembling Diffusion Models via Adaptive Feature Aggregation
Cong Wang, Kuan Tian, Yonghang Guan, Fei Shen, Zhiwei Jiang, Qing Gu, Jun Zhang
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Temporal Causal Discovery and Generative Prediction of Vehicular CO$_2$ emission
Ayanabha Ghosh, Debasis Das
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models
Qiaoyu Tang, Le Yu, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Le Sun
- 28 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone