ICLR 2025 Conference Submissions

AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation
Zili Wang, Qi Yang, LinSu Shi, JiaZhong Yu, Qinghua Liang, Fei Li, Shiming Xiang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Aligning Teacher with Student Preferences for Tailored Instruction Tuning Dataset Generation
Yantao Liu, Zhao Zhang, Zijun Yao, Shulin Cao, Lei Hou, Juanzi Li
- 26 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Controllable Data Generation with Hierarchical Neural Representations
Sheyang Tang, Xiaoyu Xu, Jiayan Qiu, Zhou Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Visual Question Answering with Fine-grained Knowledge Unit RAG and Multimodal LLMs
Zhengxuan Zhang, Yin WU, Yuyu Luo, Nan Tang
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MGMapNet: Multi-Granularity Representation Learning for End-to-End Vectorized HD Map Construction
Jing Yang, Minyue Jiang, Sen Yang, Xiao Tan, Yingying Li, Errui Ding, Jingdong Wang, Hanli Wang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Mathematics-Inspired Learning-to-Optimize Framework for Decentralized Optimization
Yutong He, Qiulin Shang, Xinmeng Huang, Jialin Liu, Kun Yuan
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Cliqueformer: Model-Based Optimization With Structured Transformers
Jakub Grudzien Kuba, Pieter Abbeel, Sergey Levine
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models
Rui Xu, Jiepeng Wang, Hao Pan, Yang Liu, Xin Tong, Shiqing Xin, Changhe Tu, Taku Komura, Wenping Wang
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FluentLip: A Phonemes-Based Two-stage Approach for Audio-Driven Lip Synthesis with Optical Flow Consistency
Shiyan Liu, Rui Qu, Yan Jin
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dynamic Inhomogeneous Quantum Resource Scheduling with Reinforcement Learning
Linsen Li, Pratyush Anand, Kaiming He, Dirk Englund
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Machine Unlearning for Deep Generative Models by Mitigating Optimization Conflicts
Yan Li, Zhenyi Wang, Heng Huang
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective
Yongqi Ding, Lin Zuo, Mengmeng Jing, Pei He, Hanpu Deng
- Published: 22 Jan 2025, Last Modified: 15 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Near-optimal Active Regression of Single-Index Models
Yi Li, Wai Ming Tai
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-aspect Knowledge Distillation with Large Language Model
Taegyeong Lee, Jinsik Bang, Soyeong Kwon, Taehwan Kim
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DH-Fusion: Depth-Aware Hybrid Feature Fusion for Multimodal 3D Object Detection
Mingqian Ji, Jian Yang, Shanshan Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
Hanyu Wang, Saksham Suri, Yixuan Ren, Hao Chen, Abhinav Shrivastava
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
GuideEdit: Enhancing Face Video Editing with Fine-grained Control
Yan Li, Zhenyi Wang, Mengze Li, Guanghao Li, Xinyu Liu, Wei Xue, Wenhan Luo, Yike Guo
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Primal-Dual Graph Neural Networks for General NP-Hard Combinatorial Optimization
Yu He, Ellen Vitercik
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Steer a Crowd: Learning to Persuade a Population in a Stackelberg Game
Yuanxin Liu, Siyu Chen, Chuanhao Li, Zhuoran Yang
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models
Xiao Xu, Tianhao Niu, Yuxi Xie, Libo Qin, Wanxiang Che, Min-Yen Kan
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Graph Sparsification via Mixture of Graphs
Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun Wang, Tianlong Chen, Shirui Pan
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
Kento Nishi, Maya Okawa, Rahul Ramesh, Mikail Khona, Hidenori Tanaka, Ekdeep Singh Lubana
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Accelerating Neural ODEs: A Variational Formulation-based Approach
Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, Huajie Shao
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Realistic Evaluation of Deep Partial-Label Learning Algorithms
Wei Wang, Dong-Dong Wu, Jindong Wang, Gang Niu, Min-Ling Zhang, Masashi Sugiyama
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone