ICLR 2025 Conference Submissions

MD-LSM: An Efficient Tool for Real-time Monitoring Linear Separability of Hidden-layer Outputs of Deep Networks
Chao Zhang, Xinyu Chen, Wensheng Li, Xingwu Liu, Dacheng Tao
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Improving Editability in Compositional Image Diffusion with Layer-wise Memory
Daneul Kim, Jaeah Lee, Jaesik Park
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mitigating Suboptimality of Deterministic Policy Gradients in Complex Q-functions
Ayush Jain, Norio Kosaka, Xinhu Li, Kyung-Min Kim, Erdem Biyik, Joseph J Lim
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing
Grace Zhang, Ayush Jain, Injune Hwang, Shao-Hua Sun, Joseph J Lim
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Chunting Zhou, LILI YU, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks
Yusen Wu, Junwu Xiong, Xiaotie Deng
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DM3D: Parameter-Efficient and Lossless 3D Object Detection via Distortion Minimization
Kaixin Xu, qingtian feng, Hao Chen, HU TIHUA, Wang Zhe Mark, Xue Geng, Xulei Yang, Min Wu, Xiaoli Li, Weisi Lin
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Primphormer: Leveraging Primal Representation for Graph Transformers
Mingzhen He, Ruikai Yang, Hanling Tian, Youmei Qiu, Xiaolin Huang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Preference Optimization for Reasoning with Pseudo Feedback
Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Regularization by Texts for Latent Diffusion Inverse Solvers
Jeongsol Kim, Geon Yeong Park, Hyungjin Chung, Jong Chul Ye
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
MLP-KAN: Unifying Deep Representation and Function Learning
Yunhong He, Zhengqing Yuan, Yifeng Xie, Lichao Sun
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
Peng Jin, Bo Zhu, Li Yuan, Shuicheng YAN
- Published: 22 Jan 2025, Last Modified: 07 May 2025
- ICLR 2025 Oral
- Readers: Everyone
WATER-GS: Watermark-embedded 3D Gaussian Splatting via Plug-and-play Decoder
Yuqi Tan, Xiang Liu, Shuzhao Xie, Bin Chen, Shu-Tao Xia, Zhi Wang
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Evolving Virtual World with Delta-Engine
Hongqiu Wu, Zekai Xu, Tianyang Xu, Yan Wang, Weiqi Wu, Jiale Hong, Linfeng Liu, hai zhao, Min Zhang, Zhezhi He
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Factuality in Detailed Image Captioning with LLM-MLLM Collaboration
Saehyung Lee, Seunghyun Yoon, Trung Bui, Jing Shi, Sungroh Yoon
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
NoisyTraj: Robust Trajectory Prediction with Noisy Observations
Rongqing Li, Changsheng Li, Ruilin Lv, Yuhang Li, Ye Yuan, Guoren Wang
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AutoModel: Autonomous Model Development for Image Classification with LLM Agents
Eric Xue, Zeyi Huang, Yuyang Ji, Haohan Wang
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Decomposition of one-layer neural networks via the infinite sum of reproducing kernel Banach spaces
Seungcheol Shin, Myungjoo Kang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Position-Query-Based Autoencoders for View Decoupled Cross Point Cloud Reconstruction and a Self-Supervised Learning Framework
Xiangdong Zhang, Shaofeng Zhang, Junchi Yan
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Role of Task Complexity in Emergent Abilities of Small Language Models
Csaba Both, Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Daniel Karl I. Weidele, Mauro Martino, Nima Dehmamy
- 25 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation
Zhaoyang Zhang, Ziqi Chen, Qiao Liu, Jinhan Xie, Hongtu Zhu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stable Diffusion Feature Extraction for Sketching with One Example
Kwan Yun, Youngseo Kim, Kwanggyoon Seo, Chang Wook Seo, Junyong Noh
- 25 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Compositional Entailment Learning for Hyperbolic Vision-Language Models
Avik Pal, Max van Spengler, Guido Maria D'Amely di Melendugno, Alessandro Flaborea, Fabio Galasso, Pascal Mettes
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Rule-Based Rating and Selection of LLM Training Data
Xiaomin Li, Mingye Gao, Zhiwei Zhang, Chang Yue, Hong Hu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Derail Yourself: Multi-turn LLM Jailbreak Attack through self-discovered clues
Qibing Ren, Hao Li, Dongrui Liu, Zhanxu Xie, Xiaoya Lu, Yu Qiao, Lei Sha, Junchi Yan, Lizhuang Ma, Jing Shao
- 25 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone