Yang You

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 61

Top Topics

Weakly Supervised Learning

Question Answering

Neighborhood Search

Top Venues

Publications

Ziming Liu, Shaoyu Wang, Shenggan Cheng, Zhongkai Zhao, Xuanlei Zhao, James Demmel, Yang You
WallFacer: Guiding Transformer Model Training Out of the Long-Context Dark Forest with N-body Problem. CoRR (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
Dataset Growth. CoRR (2024)
Kai Wang, Zhaopan Xu, Yukun Zhou, Zelin Zang, Trevor Darrell, Zhuang Liu, Yang You
Neural Network Diffusion. CoRR (2024)
Shenggan Cheng, Xuanlei Zhao, Guangyang Lu, Jiarui Fang, Tian Zheng, Ruidong Wu, Xiwen Zhang, Jian Peng, Yang You
FastFold: Optimizing AlphaFold Training and Inference on GPU Clusters. PPoPP (2024)
Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? CoRR (2024)
Chaoyu Gong, Jim Demmel, Yang You
Scalable Evidential K-Nearest Neighbor Classification on Big Data. IEEE Trans. Big Data 10 (3) (2024)
Tianle Zhang, Langtian Ma, Yuchen Yan, Yuchen Zhang, Kai Wang, Yue Yang, Ziyao Guo, Wenqi Shao, Yang You, Yu Qiao, Ping Luo, Kaipeng Zhang
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality. CoRR (2024)
Zheng Zhu, Xiaofeng Wang, Wangbo Zhao, Chen Min, Nianchen Deng, Min Dou, Yuqi Wang, Botian Shi, Kai Wang, Chi Zhang, Yang You, Zhaoxiang Zhang, Dawei Zhao, Liang Xiao, Jian Zhao, Jiwen Lu, Guan Huang
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond. CoRR (2024)
Xuanlei Zhao, Shenggan Cheng, Guangyang Lu, Haotian Zhou, Bin Jia, Yang You
AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference. ICLR (2024)
Wangbo Zhao, Jiasheng Tang, Yizeng Han, Yibing Song, Kai Wang, Gao Huang, Fan Wang, Yang You
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation. CoRR (2024)
Yong Liu, Zirui Zhu, Chaoyu Gong, Minhao Cheng, Cho-Jui Hsieh, Yang You
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning. CoRR (2024)
Fuzhao Xue, Zian Zheng, Yao Fu, Jinjie Ni, Zangwei Zheng, Wangchunshu Zhou, Yang You
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models. CoRR (2024)
Zirui Zhu, Yong Liu, Zangwei Zheng, Huifeng Guo, Yang You
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. CoRR (2024)
Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, Zhaopan Xu, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. ICLR (2024)
Xuanlei Zhao, Shenggan Cheng, Zangwei Zheng, Zheming Yang, Ziming Liu, Yang You
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers. CoRR (2024)
Jinjie Ni, Fuzhao Xue, Xiang Yue, Yuntian Deng, Mahir Shah, Kabir Jain, Graham Neubig, Yang You
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures. CoRR (2024)
Ziyao Guo, Kai Wang, George Cazenavette, Hui Li, Kaipeng Zhang, Yang You
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching. ICLR (2024)
Kai Wang, Yukun Zhou, Mingjia Shi, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. CoRR (2024)
Chaoyu Gong, Yang You
Sparse Reconstructive Evidential Clustering for Multi-View Data. IEEE CAA J. Autom. Sinica 11 (2) (2024)
Xuanlei Zhao, Bin Jia, Haotian Zhou, Ziming Liu, Shenggan Cheng, Yang You
HeteGen: Efficient Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices. MLSys (2024)
Tomoyuki Kagaya, Thong Jing Yuan, Yuxuan Lou, Jayashree Karlekar, Sugiri Pranata, Akira Kinose, Koki Oguri, Felix Wick, Yang You
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents. CoRR (2024)
Jianyang Gu, Kai Wang, Wei Jiang, Yang You
Summarizing Stream Data for Memory-Constrained Online Continual Learning. AAAI (2024)
Chaoyu Gong, Yang You
Self-filling evidential clustering for partial multi-view data. Expert Syst. Appl. 237 (Part C) (2024)
Xuanlei Zhao, Shenggan Cheng, Guangyang Lu, Jiarui Fang, Haotian Zhou, Bin Jia, Ziming Liu, Yang You
AutoChunk: Automated Activation Chunk for Memory-Efficient Long Sequence Inference. CoRR (2024)
Xuanlei Zhao, Bin Jia, Haotian Zhou, Ziming Liu, Shenggan Cheng, Yang You
HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices. CoRR (2024)
Zirui Zhu, Yong Liu, Zangwei Zheng, Huifeng Guo, Yang You
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. WWW (2024)
Yuliang Liu, Shenggui Li, Jiarui Fang, Yanjun Shao, Boyuan Yao, Yang You
Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale Models. CoRR (2023)
Fuzhao Xue, Valerii Likhosherstov, Anurag Arnab, Neil Houlsby, Mostafa Dehghani, Yang You
Adaptive Computation with Elastic Input Sequence. CoRR (2023)
Jie Ma, Jun Liu, Qika Lin, Bei Wu, Yaxian Wang, Yang You
Multitask Learning for Visual Question Answering. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Jianfei Yang, Xiangyu Peng, Kai Wang, Zheng Zhu, Jiashi Feng, Lihua Xie, Yang You
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors. ICLR (2023)
Haotian Zhou, Tingkai Liu, Qianli Ma, Jianbo Yuan, Pengfei Liu, Yang You, Hongxia Yang
LoBaSS: Gauging Learnability in Supervised Fine-tuning Data. CoRR (2023)
Fuzhao Xue, Valerii Likhosherstov, Anurag Arnab, Neil Houlsby, Mostafa Dehghani, Yang You
Adaptive Computation with Elastic Input Sequence. ICML (2023)
Jianyang Gu, Kai Wang, Hao Luo, Chen Chen, Wei Jiang, Yuqiang Fang, Shanghang Zhang, Yang You, Jian Zhao
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID. CVPR (2023)
Wangbo Zhao, Kepan Nan, Songyang Zhang, Kai Chen, Dahua Lin, Yang You
Learning Referring Video Object Segmentation from Weak Annotation. CoRR (2023)
Kai Wang, Jianyang Gu, Daquan Zhou, Zheng Zhu, Wei Jiang, Yang You
DiM: Distilling Dataset into Generative Model. CoRR (2023)
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
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU. AAAI (2023)
Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. CoRR (2023)
Ziming Liu, Shenggan Cheng, Haotian Zhou, Yang You
Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency. CoRR (2023)
Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You
Sequence Parallelism: Long Sequence Training from System Perspective. ACL (1) (2023)
Chaoyu Gong, Zhi-gang Su, Pei-hong Wang, Qian Wang, Yang You
A Sparse Reconstructive Evidential K-Nearest Neighbor Classifier for High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You
CAME: Confidence-guided Adaptive Memory Efficient Optimization. ACL (1) (2023)
Qifan Xu, Yang You
An Efficient 2D Method for Training Super-Large Deep Learning Models. IPDPS (2023)
Shenggan Cheng, Ziming Liu, Jiangsu Du, Yang You
ATP: Adaptive Tensor Parallelism for Foundation Models. CoRR (2023)
Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
Efficient Dataset Distillation via Minimax Diffusion. CoRR (2023)
Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You
CAME: Confidence-guided Adaptive Memory Efficient Optimization. CoRR (2023)
Chaoyu Gong, Zhi-gang Su, Xinyi Zhang, Yang You
-NN classification: Integrating neighborhood search and feature weighting. Inf. Sci. 648 (2023)
Xiao Liu, Jian Zhang, Heng Zhang, Fuzhao Xue, Yang You
Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention. CoRR (2023)
Shenggui Li, Hongxin Liu, Zhengda Bian, Jiarui Fang, Haichen Huang, Yuliang Liu, Boxiang Wang, Yang You
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training. ICPP (2023)
Qianli Ma, Haotian Zhou, Tingkai Liu, Jianbo Yuan, Pengfei Liu, Yang You, Hongxia Yang
Let's reward step by step: Step-Level reward model as the Navigators for Reasoning. CoRR (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. CoRR (2023)
Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. CoRR (2023)
Xiao Liu, Jian Zhang, Heng Zhang, Fuzhao Xue, Yang You
Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention. Tiny Papers @ ICLR (2023)
Fuzhao Xue, Xiaoxin He, Xiaozhe Ren, Yuxuan Lou, Yang You
One Student Knows All Experts Know: From Sparse to Dense. Tiny Papers @ ICLR (2023)
Ziming Liu, Shenggan Cheng, Haotian Zhou, Yang You
Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency. SC (2023)
Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Wei Jiang, Yang You
DREAM: Efficient Dataset Distillation by Representative Matching. CoRR (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. NeurIPS (2023)
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You
A Study on Transformer Configuration and Training Objective. ICML (2023)
Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, Daquan Zhou, Yang You
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. CoRR (2023)
Boxiang Wang, Qifan Xu, Zhengda Bian, Yang You
Tesseract: Parallelize the Tensor Parallelism Efficiently. ICPP (2022)
Haichen Huang, Jiarui Fang, Hongxin Liu, Shenggui Li, Yang You
Elixir: Train a Large Language Model on a Small GPU Cluster. CoRR (2022)
Jie Ma, Qi Chai, Jingyue Huang, Jun Liu, Yang You, Qinghua Zheng
Weakly Supervised Learning for Textbook Question Answering. IEEE Trans. Image Process. 31 (2022)