Yang You

National University of Singapore

38 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2816-4384 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×10 ICML ×8 ICLR ×6 CVPR ×4 AAAI ×2 ACL ×2 ECCV ×2 EMNLP ×1 MLSys ×1 SIGKDD ×1 WWW ×1

Frequent coauthors

Kai Wang

×23

Wangbo Zhao

×10

Xuanlei Zhao

×7

Zangwei Zheng

×7

Shenggan Cheng

×6

Kaipeng Zhang

×5

Zekai Li

×5

Zirui Zhu

×5

Pengfei Zhou

×4

Zhangyang (Atlas) Wang

×4

Ziheng Qin

×4

Yang Luo

×4

Papers

GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs
ACL 2026 ·
Weidong Tang
,
Jierui Li
,
Yueling Hou
,
Zihan Mei
,
Can Zhang
,
Xinyan Wan
,
Zhiyuan Liang
,
Pengfei Zhou
, Yang You,
Wangbo Zhao
MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models
AAAI 2026 ·
Pengfei Zhou
,
Xiaopeng Peng
,
Fanrui Zhang
,
Zhaopan Xu
,
Jiaxin Ai
,
Yansheng Qiu
,
Wangbo Zhao
,
Jiajun Song
,
Chuanhao Li
,
Weidong Tang
,
Zhen Li
,
Haoquan Zhang
,
Zizhen Li
,
Xiaofeng Mao
,
Yukang Feng
,
Jianwen Sun
,
Kai Wang
,
Xiaojun Chang
,
Wenqi Shao
, Yang You,
Kaipeng Zhang
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
CVPR 2025 ·
Kai Wang
,
Mingjia Shi
,
Yukun Zhou
,
Zekai Li
,
Zhihang Yuan
,
Yuzhang Shang
,
Xiaojiang Peng
,
Hanwang Zhang
, Yang You
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
CVPR 2025 ·
Wangbo Zhao
,
Yizeng Han
,
Jiasheng Tang
,
Zhikai Li
,
Yibing Song
,
Kai Wang
,
Zhangyang Wang
, Yang You
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
ICML 2025 ·
Xuanlei Zhao
,
Shenggan Cheng
,
Chang Chen
,
Zangwei Zheng
,
Ziming Liu
,
Zheming Yang
, Yang You
DavIR: Data Selection via Implicit Reward for Large Language Models
ACL 2025 ·
Haotian Zhou
,
Tingkai Liu
,
Qianli Ma
,
Yufeng Zhang
,
Jianbo Yuan
,
Pengfei Liu
, Yang You,
Hongxia Yang
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
NeurIPS 2025 ·
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 (Atlas) Wang
,
Kai Wang
Dynamic Diffusion Transformer
ICLR 2025 ·
Wangbo Zhao
,
Yizeng Han
,
Jiasheng Tang
,
Kai Wang
,
Yibing Song
,
Gao Huang
,
Fan Wang
, Yang You
ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
NeurIPS 2025 ·
Zedong Liu
,
Shenggan Cheng
,
Guangming Tan
, Yang You,
Dingwen Tao
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
CVPR 2025 ·
Kai Wang
,
Zekai Li
,
Zhi-Qi Cheng
,
Samir Khaki
,
Ahmad Sajedi
,
Ramakrishna Vedantam
,
Konstantinos N. Plataniotis
,
Alexander Hauptmann
, Yang You
Info-Coevolution: An Efficient Framework for Data Model Coevolution
ICML 2025 ·
Ziheng Qin
,
Hailun Xu
,
Wei Chee Yew
,
Qi Jia
,
Yang Luo
,
Kanchan Sarkar
,
Danhui Guan
,
Kai Wang
, Yang You
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
ICML 2025 ·
Yang Luo
,
Zangwei Zheng
,
Ziheng Qin
,
Zirui Zhu
,
Yong Liu
, Yang You
MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
ICLR 2025 ·
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
Neural-Driven Image Editing
NeurIPS 2025 ·
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
REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training
NeurIPS 2025 ·
Ziqiao Wang
,
Wangbo Zhao
,
Yuhao Zhou
,
Zekai Li
,
Zhiyuan Liang
,
Mingjia Shi
,
Xuanlei Zhao
,
Pengfei Zhou
,
Kaipeng Zhang
,
Zhangyang (Atlas) Wang
,
Kai Wang
, Yang You
Real-Time Video Generation with Pyramid Attention Broadcast
ICLR 2025 ·
Xuanlei Zhao
,
Xiaolong Jin
,
Kai Wang
, Yang You
Scaling Up Parameter Generation: A Recurrent Diffusion Approach
NeurIPS 2025 ·
Kai Wang
,
Dongwen Tang
,
Wangbo Zhao
,
Konstantin Schürholt
,
Zhangyang (Atlas) Wang
, Yang You
SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning
ICML 2025 ·
Yong Liu
,
Di Fu
,
Shenggan Cheng
,
Zirui Zhu
,
Yang Luo
,
Minhao Cheng
,
Cho-Jui Hsieh
, Yang You
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
NeurIPS 2025 ·
Yong Liu
,
Zirui Zhu
,
Chaoyu Gong
,
Minhao Cheng
,
Cho-Jui Hsieh
, Yang You
StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
NeurIPS 2025 ·
Ziming Liu
,
Shaoyu Wang
,
Shenggan Cheng
,
Zhongkai Zhao
,
Kai Wang
,
Xuanlei Zhao
,
James Demmel
, Yang You
Unsupervised Learning for Class Distribution Mismatch
ICML 2025 ·
Pan Du
,
Wangbo Zhao
,
Xinai Lu
,
Nian Liu
,
Zhikai Li
,
Chaoyu Gong
,
Suyun Zhao
,
Hong Chen
,
Cuiping Li
,
Kai Wang
, Yang You
AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference
ICLR 2024 ·
Xuanlei Zhao
,
Shenggan Cheng
,
Guangyang Lu
,
Haotian Zhou
,
Bin Jia
, Yang You
Dataset Growth
ECCV 2024 ·
Ziheng Qin
,
Zhaopan Xu
,
Yukun Zhou
,
Zangwei Zheng
,
Zebang Cheng
,
Hao Tang
,
Lei Shang
,
Baigui Sun
,
Xiaojiang Peng
,
Radu Timofte
,
Hongxun Yao
,
Kai Wang
, Yang You
DiM: Distilling Dataset into Generative Model
ECCV 2024 ·
Kai Wang
,
Jianyang Gu
,
Hansong Zhang
,
Daquan Zhou
,
Zheng Zhu
,
Wei Jiang
, Yang You
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
ICML 2024 ·
Zelin Zang
,
Hao Luo
,
Kai Wang
,
Panpan Zhang
,
Fan Wang
,
Stan Z. Li
, Yang You
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
NeurIPS 2024 ·
Wangbo Zhao
,
Jiasheng Tang
,
Yizeng Han
,
Yibing Song
,
Kai Wang
,
Gao Huang
,
Fan Wang
, Yang You
Efficient Dataset Distillation via Minimax Diffusion
CVPR 2024 ·
Jianyang Gu
,
Saeed Vahidian
,
Vyacheslav Kungurtsev
,
Haonan Wang
,
Wei Jiang
, Yang You,
Yiran Chen
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization
WWW 2024 ·
Zirui Zhu
,
Yong Liu
,
Zangwei Zheng
,
Huifeng Guo
, Yang You
HeteGen: Efficient Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices
MLSys 2024 ·
Xuanlei Zhao
,
Bin Jia
,
Haotian Zhou
,
Ziming Liu
,
Shenggan Cheng
, Yang You
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?
EMNLP 2024 ·
Yang Luo
,
Zangwei Zheng
,
Zirui Zhu
, Yang You
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
ICLR 2024 ·
Ziheng Qin
,
Kai Wang
,
Zangwei Zheng
,
Jianyang Gu
,
Xiangyu Peng
,
Zhaopan Xu
,
Daquan Zhou
,
Lei Shang
,
Baigui Sun
,
Xuansong Xie
, Yang You
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
NeurIPS 2024 ·
Jinjie Ni
,
Fuzhao Xue
,
Xiang Yue
,
Yuntian Deng
,
Mahir Shah
,
Kabir Jain
,
Graham Neubig
, Yang You
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
ICML 2024 ·
Yuchen Zhang
,
Tianle Zhang
,
Kai Wang
,
Ziyao Guo
,
Yuxuan Liang
,
Xavier Bresson
,
Wei Jin
, Yang You
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
ICML 2024 ·
Fuzhao Xue
,
Zian Zheng
,
Yao Fu
,
Jinjie Ni
,
Zangwei Zheng
,
Wangchunshu Zhou
, Yang You
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
NeurIPS 2024 ·
Tianle Zhang
,
Langtian Ma
,
Yuchen Yan
,
Yuchen Zhang
,
Yue Yang
,
Ziyao Guo
,
Wenqi Shao
,
Kai Wang
, Yang You,
Yu Qiao
,
Ping Luo
,
Kaipeng Zhang
Summarizing Stream Data for Memory-Constrained Online Continual Learning
AAAI 2024 ·
Jianyang Gu
,
Kai Wang
,
Wei Jiang
, Yang You
The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
SIGKDD 2024 ·
Kun Wang
,
Guohao Li
,
Shilong Wang
,
Guibin Zhang
,
Kai Wang
, Yang You,
Junfeng Fang
,
Xiaojiang Peng
,
Yuxuan Liang
,
Yang Wang
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
ICLR 2024 ·
Ziyao Guo
,
Kai Wang
,
George Cazenavette
,
Hui Li
,
Kaipeng Zhang
, Yang You