ML Anthology

You, Yang

80 publications

CVPR 2025 A Closer Look at Time Steps Is Worthy of Triple Speed-up for Diffusion Model Training Kai Wang, Mingjia Shi, Yukun Zhou, Zekai Li, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You
IJCAI 2025 A Finite-State Controller Based Offline Solver for Deterministic POMDPs Alex Schutz, Yang You, Matías Mattamala, Ipek Caliskanelli, Bruno Lacerda, Nick Hawes
CVPR 2025 A Stitch in Time Saves Nine: Small VLM Is a Precise Guidance for Accelerating Large VLMs Wangbo Zhao, Yizeng Han, Jiasheng Tang, Zhikai Li, Yibing Song, Kai Wang, Zhangyang Wang, Yang You
CoRL 2025 ARCH: Hierarchical Hybrid Learning for Long-Horizon Contact-Rich Robotic Assembly Jiankai Sun, Aidan Curtis, Yang You, Yan Xu, Michael Koehle, Qianzhong Chen, Suning Huang, Leonidas Guibas, Sachin Chitta, Mac Schwager, Hui Li
ICCV 2025 AllTracker: Efficient Dense Point Tracking at High Resolution Adam W. Harley, Yang You, Xinglong Sun, Yang Zheng, Nikhil Raghuraman, Yunqi Gu, Sheldon Liang, Wen-Hsuan Chu, Achal Dave, Suya You, Rares Ambrus, Katerina Fragkiadaki, Leonidas Guibas
ICLR 2025 Can a Large Language Model Be a Gaslighter? Wei Li, Luyao Zhu, Yang Song, Ruixi Lin, Rui Mao, Yang You
ICML 2025 DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers Xuanlei Zhao, Shenggan Cheng, Chang Chen, Zangwei Zheng, Ziming Liu, Zheming Yang, Yang You
NeurIPS 2025 Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights Zhiyuan Liang, Dongwen Tang, Yuhao Zhou, Xuanlei Zhao, Mingjia Shi, Wangbo Zhao, Zekai Li, Peihao Wang, Konstantin Schürholt, Damian Borth, Michael M. Bronstein, Yang You, Zhangyang Wang, Kai Wang
ICLR 2025 Dynamic Diffusion Transformer Wangbo Zhao, Yizeng Han, Jiasheng Tang, Kai Wang, Yibing Song, Gao Huang, Fan Wang, Yang You
NeurIPS 2025 ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism Zedong Liu, Shenggan Cheng, Guangming Tan, Yang You, Dingwen Tao
CVPR 2025 Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios Kai Wang, Zekai Li, Zhi-Qi Cheng, Samir Khaki, Ahmad Sajedi, Ramakrishna Vedantam, Konstantinos N Plataniotis, Alexander Hauptmann, Yang You
ICML 2025 Info-Coevolution: An Efficient Framework for Data Model Coevolution Ziheng Qin, Hailun Xu, Wei Chee Yew, Qi Jia, Yang Luo, Kanchan Sarkar, Danhui Guan, Kai Wang, Yang You
ICML 2025 MERIT: Maximum-Normalized Element-Wise Ratio for Language Model Large-Batch Training Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You
ICLR 2025 MixEval-X: Any-to-Any Evaluations from Real-World Data Mixture Jinjie Ni, Yifan Song, Deepanway Ghosal, Bo Li, David Junhao Zhang, Xiang Yue, Fuzhao Xue, Yuntian Deng, Zian Zheng, Kaichen Zhang, Mahir Shah, Kabir Jain, Yang You, Michael Shieh
ICLR 2025 Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning Yang You, Yixin Li, Congyue Deng, Yue Wang, Leonidas Guibas
NeurIPS 2025 Neural-Driven Image Editing Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You
NeurIPS 2025 REPA Works Until It Doesn’t: Early-Stopped, Holistic Alignment Supercharges Diffusion Training Ziqiao Wang, Wangbo Zhao, Yuhao Zhou, Zekai Li, Zhiyuan Liang, Mingjia Shi, Xuanlei Zhao, Pengfei Zhou, Kaipeng Zhang, Zhangyang Wang, Kai Wang, Yang You
ICLR 2025 Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao, Xiaolong Jin, Kai Wang, Yang You
CoRL 2025 Robot Learning from Any Images Siheng Zhao, Jiageng Mao, Wei Chow, Zeyu Shangguan, Tianheng Shi, Rong Xue, Yuxi Zheng, Yijia Weng, Yang You, Daniel Seita, Leonidas Guibas, Sergey Zakharov, Vitor Campagnolo Guizilini, Yue Wang
NeurIPS 2025 Scaling up Parameter Generation: A Recurrent Diffusion Approach Kai Wang, Dongwen Tang, Wangbo Zhao, Konstantin Schürholt, Zhangyang Wang, Yang You
ICLRW 2025 Scaling up Parameter Generation: A Recurrent Diffusion Approach Kai Wang, Dongwen Tang, Wangbo Zhao, Konstantin Schürholt, Zhangyang Wang, Yang You
ICML 2025 SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning Yong Liu, Di Fu, Shenggan Cheng, Zirui Zhu, Yang Luo, Minhao Cheng, Cho-Jui Hsieh, Yang You
NeurIPS 2025 Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning Yong Liu, Zirui Zhu, Chaoyu Gong, Minhao Cheng, Cho-Jui Hsieh, Yang You
NeurIPS 2025 StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training Ziming Liu, Shaoyu Wang, Shenggan Cheng, Zhongkai Zhao, Kai Wang, Xuanlei Zhao, James Demmel, Yang You
ICLR 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Yang You, Guiming Xie, Xuejian Gong, Kunlong Zhou
ICML 2025 Unsupervised Learning for Class Distribution Mismatch Pan Du, Wangbo Zhao, Xinai Lu, Nian Liu, Zhikai Li, Chaoyu Gong, Suyun Zhao, Hong Chen, Cuiping Li, Kai Wang, Yang You
ICLR 2024 AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference Xuanlei Zhao, Shenggan Cheng, Guangyang Lu, Haotian Zhou, Bin Jia, Yang You
ECCV 2024 Bridging the Gap Between Human Motion and Action Semantics via Kinematics Phrases Xinpeng Liu, Yong-Lu Li, Ailing Zeng, Zizheng Zhou, Yang You, Cewu Lu
ECCV 2024 Dataset Growth Ziheng Qin, Zhaopan Xu, YuKun Zhou, Kai Wang, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Radu Timofte, Xiaojiang Peng, Hongxun Yao, Yang You
ECCVW 2024 DiM: Distilling Dataset into Generative Model Kai Wang, Jianyang Gu, Hansong Zhang, Daquan Zhou, Zheng Zhu, Wei Jiang, Yang You
ICML 2024 DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-Based Data Augmentation Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You
NeurIPS 2024 Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao, Jiasheng Tang, Yizeng Han, Yibing Song, Kai Wang, Gao Huang, Fan Wang, Yang You
CVPR 2024 Efficient Dataset Distillation via Minimax Diffusion Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
ICML 2024 GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding Cunxiao Du, Jing Jiang, Xu Yuanchen, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You
ICLR 2024 InfoBatch: Lossless Training Speed up by Unbiased Dynamic Data Pruning Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, xu Zhao Pan, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You
NeurIPS 2024 MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures Jinjie Ni, Fuzhao Xue, Xiang Yue, Yuntian Deng, Mahir Shah, Kabir Jain, Graham Neubig, Yang You
ICML 2024 Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching Yuchen Zhang, Tianle Zhang, Kai Wang, Ziyao Guo, Yuxuan Liang, Xavier Bresson, Wei Jin, Yang You
ICML 2024 OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models Fuzhao Xue, Zian Zheng, Yao Fu, Jinjie Ni, Zangwei Zheng, Wangchunshu Zhou, Yang You
ECCV 2024 PACE: Pose Annotations in Cluttered Environments Yang You, Kai Xiong, Zhening Yang, Zhengxiang Huang, Junwei Zhou, Ruoxi Shi, Zhou Fang, Adam Harley, Leonidas Guibas, Cewu Lu
AAAI 2024 Primitive-Based 3D Human-Object Interaction Modelling and Programming Siqi Liu, Yong-Lu Li, Zhou Fang, Xinpeng Liu, Yang You, Cewu Lu
NeurIPS 2024 ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field Kiyohiro Nakayama, Mikaela Angelina Uy, Yang You, Ke Li, Leonida J. Guibas
NeurIPSW 2024 RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents Tomoyuki Kagaya, Thong Jing Yuan, Yuxuan Lou, Jayashree Karlekar, Sugiri Pranata, Akira Kinose, Koki Oguri, Felix Wick, Yang You
NeurIPS 2024 Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality Tianle Zhang, Langtian Ma, Yuchen Yan, Yuchen Zhang, Kai Wang, Yue Yang, Ziyao Guo, Wenqi Shao, Yang You, Yu Qiao, Ping Luo, Kaipeng Zhang
ICLR 2024 SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation Qianxu Wang, Haotong Zhang, Congyue Deng, Yang You, Hao Dong, Yixin Zhu, Leonidas Guibas
NeurIPS 2024 SpeedLoader: An I/O Efficient Scheme for Heterogeneous and Distributed LLM Operation Yiqi Zhang, Yang You
AAAI 2024 Summarizing Stream Data for Memory-Constrained Online Continual Learning Jianyang Gu, Kai Wang, Wei Jiang, Yang You
ICLR 2024 Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching Ziyao Guo, Kai Wang, George Cazenavette, Hui Li, Kaipeng Zhang, Yang You
ICML 2023 A Study on Transformer Configuration and Training Objective Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You
ICML 2023 Adaptive Computation with Elastic Input Sequence Fuzhao Xue, Valerii Likhosherstov, Anurag Arnab, Neil Houlsby, Mostafa Dehghani, Yang You
CVPR 2023 BiCro: Noisy Correspondence Rectification for Multi-Modality Data via Bi-Directional Cross-Modal Similarity Consistency Shuo Yang, Zhaopan Xu, Kai Wang, Yang You, Hongxun Yao, Tongliang Liu, Min Xu
AAAI 2023 CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame Yujing Lou, Zelin Ye, Yang You, Nianjuan Jiang, Jiangbo Lu, Weiming Wang, Lizhuang Ma, Cewu Lu
AAAI 2023 CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qin, Youlong Cheng, Yang You
ICCV 2023 DREAM: Efficient Dataset Distillation by Representative Matching Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Wei Jiang, Yang You
ICCV 2023 Dataset Quantization Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian, Yifan Zhang, Yang You, Jiashi Feng
ICLR 2023 Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang, Xiangyu Peng, Kai Wang, Zheng Zhu, Jiashi Feng, Lihua Xie, Yang You
NeurIPS 2023 Does Graph Distillation See like Vision Dataset Counterpart? Beining Yang, Kai Wang, Qingyun Sun, Cheng Ji, Xingcheng Fu, Hao Tang, Yang You, Jianxin Li
AAAI 2023 GPTR: Gestalt-Perception Transformer for Diagram Object Detection Xin Hu, Lingling Zhang, Jun Liu, Jinfu Fan, Yang You, Yaqiang Wu
CVPR 2023 MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID Jianyang Gu, Kai Wang, Hao Luo, Chen Chen, Wei Jiang, Yuqiang Fang, Shanghang Zhang, Yang You, Jian Zhao
UAI 2023 Monte-Carlo Search for an Equilibrium in Dec-POMDPs Yang You, Vincent Thomas, Francis Colas, Olivier Buffet
ICCV 2023 Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You
NeurIPS 2023 Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You
ICMLW 2023 Sequence Parallelism: Long Sequence Training from System Perspective Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You
NeurIPS 2023 To Repeat or Not to Repeat: Insights from Scaling LLM Under Token-Crisis Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
CVPR 2022 An Efficient Training Approach for Very Large Scale Face Recognition Kai Wang, Shuo Wang, Panpan Zhang, Zhipeng Zhou, Zheng Zhu, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You
CVPR 2022 CAFE: Learning to Condense Dataset by Aligning Features Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Shuo Yang, Shuo Wang, Guan Huang, Hakan Bilen, Xinchao Wang, Yang You
CVPR 2022 CPPF: Towards Robust Category-Level 9d Pose Estimation in the Wild Yang You, Ruoxi Shi, Weiming Wang, Cewu Lu
CVPR 2022 Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes Yang You, Zelin Ye, Yujing Lou, Chengkun Li, Yong-Lu Li, Lizhuang Ma, Weiming Wang, Cewu Lu
ICLR 2022 Concurrent Adversarial Learning for Large-Batch Training Yong Liu, Xiangning Chen, Minhao Cheng, Cho-Jui Hsieh, Yang You
CVPR 2022 Crafting Better Contrastive Views for Siamese Representation Learning Xiangyu Peng, Kai Wang, Zheng Zhu, Mang Wang, Yang You
AAAI 2022 Go Wider Instead of Deeper Fuzhao Xue, Ziji Shi, Futao Wei, Yuxuan Lou, Yong Liu, Yang You
CVPR 2022 Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Wangbo Zhao, Kai Wang, Xiangxiang Chu, Fuzhao Xue, Xinchao Wang, Yang You
NeurIPS 2022 Random Sharpness-Aware Minimization Yong Liu, Siqi Mai, Minhao Cheng, Xiangning Chen, Cho-Jui Hsieh, Yang You
CVPR 2022 Towards Efficient and Scalable Sharpness-Aware Minimization Yong Liu, Siqi Mai, Xiangning Chen, Cho-Jui Hsieh, Yang You
CVPR 2022 UKPGAN: A General Self-Supervised Keypoint Detector Yang You, Wenhai Liu, Yanjie Ze, Yong-Lu Li, Weiming Wang, Cewu Lu
ICCVW 2021 Mask Aware Network for Masked Face Recognition in the Wild Kai Wang, Shuo Wang, Jianfei Yang, Xiaobo Wang, Baigui Sun, Hao Li, Yang You
CVPR 2021 Skeleton Merger: An Unsupervised Aligned Keypoint Detector Ruoxi Shi, Zhengrong Xue, Yang You, Cewu Lu
ECCV 2020 Human Correspondence Consensus for 3D Object Semantic Understanding Yujing Lou, Yang You, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu
ICLR 2020 Large Batch Optimization for Deep Learning: Training BERT in 76 Minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh
AAAI 2020 Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution Yang You, Yujing Lou, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Cewu Lu, Weiming Wang
NeurIPS 2016 Asynchronous Parallel Greedy Coordinate Descent Yang You, Xiangru Lian, Ji Liu, Hsiang-Fu Yu, Inderjit S Dhillon, James Demmel, Cho-Jui Hsieh