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ICML 2025 Conference Submissions
Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning
Minqi Yu
,
Jinduo Liu
,
Junzhong Ji
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Griffin: Towards a Graph-Centric Relational Database Foundation Model
Yanbo Wang
,
Xiyuan Wang
,
Quan Gan
,
Minjie Wang
,
Qibin Yang
,
David Wipf
,
Muhan Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
Wenbo Pan
,
Zhichao Liu
,
Qiguang Chen
,
Xiangyang Zhou
,
Yu Haining
,
Xiaohua Jia
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
CLOVER: Cross-Layer Orthogonal Vectors Pruning
Fanxu Meng
,
Pingzhi Tang
,
Fan Jiang
,
Muhan Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
Jintao Zhang
,
Haofeng Huang
,
Pengle Zhang
,
Jia wei
,
Jun Zhu
,
Jianfei Chen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
Jintao Zhang
,
Chendong Xiang
,
Haofeng Huang
,
Jia wei
,
Haocheng Xi
,
Jun Zhu
,
Jianfei Chen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Stability and Generalization Analysis of Decentralized SGD: Sharper Bounds Beyond Lipschitzness and Smoothness
Shuang Zeng
,
Yunwen Lei
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective
Xinyue Chen
,
Jinfeng Peng
,
YuHao Li
,
Xiaorong Pu
,
Yang Yang
,
Yazhou Ren
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
Weilun Feng
,
Chuanguang Yang
,
Haotong Qin
,
Xiangqi Li
,
Yu Wang
,
Zhulin An
,
Libo Huang
,
Boyu Diao
,
Zixiang Zhao
,
Yongjun Xu
,
Michele Magno
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Near Optimal Non-asymptotic Sample Complexity of 1-Identification
ZITIAN LI
,
Wang Chi Cheung
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
Xiang Zhang
,
Jiaqi Wei
,
Zijie Qiu
,
Sheng Xu
,
Nanqing Dong
,
ZhiQiang Gao
,
Siqi Sun
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM
Penghao Wu
,
Lewei Lu
,
Ziwei Liu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Understanding Generalization in Physics Informed Models through Affine Variety Dimensions
Takeshi Koshizuka
,
Issei Sato
19 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective
Hechuan Wen
,
Tong Chen
,
Mingming Gong
,
Li Kheng Chai
,
Shazia Sadiq
,
Hongzhi Yin
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
Jie Liu
,
Pan Zhou
,
Zehao Xiao
,
Jiayi Shen
,
Wenzhe Yin
,
Jan-Jakob Sonke
,
Efstratios Gavves
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
Wei Dai
,
Peilin Chen
,
Malinda Lu
,
Daniel A Li
,
Haowen Wei
,
Hejie Cui
,
Paul Pu Liang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Self-Discriminative Modeling for Anomalous Graph Detection
Jinyu Cai
,
Yunhe Zhang
,
Jicong Fan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Communication Efficient Federated Learning via Model-Agnostic Projection Adaptation
Mohammad Mahdi Rahimi
,
Younghyun Park
,
Humaira Kousar
,
Hasnain Irshad Bhatti
,
Dong-Jun Han
,
Jaekyun Moon
19 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data
Zhong Guan
,
Likang Wu
,
Hongke Zhao
,
Ming He
,
Jianping Fan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Complexity of Learning Sparse Superposed Features with Feedback
Akash Kumar
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
Changdae Oh
,
Zhen Fang
,
Shawn Im
,
Xuefeng Du
,
Yixuan Li
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Understanding the Emergence of Multimodal Representation Alignment
Megan Tjandrasuwita
,
Chanakya Ekbote
,
Liu Ziyin
,
Paul Pu Liang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Testing Conditional Mean Independence Using Generative Neural Networks
Yi Zhang
,
Linjun Huang
,
Yun Yang
,
Xiaofeng Shao
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Unifying 2D and 3D Vision-Language Understanding
Ayush Jain
,
Alexander Swerdlow
,
Yuzhou Wang
,
Sergio Arnaud
,
Ada Martin
,
Alexander Sax
,
Franziska Meier
,
Katerina Fragkiadaki
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
RLTHF: Targeted Human Feedback for LLM Alignment
Yifei Xu
,
Tusher Chakraborty
,
Emre Kiciman
,
Bibek Aryal
,
Srinagesh Sharma
,
Songwu Lu
,
Ranveer Chandra
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
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