Zhang, Sheng

30 publications

IJCAI 2025 DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation Maolin Wang, Tianshuo Wei, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Shanshan Ye, Lixin Zou, Xuetao Wei, Xiangyu Zhao

WACV 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation Sheng Zhang, Jinge Wu, Junzhi Ning, Guang Yang

AAAI 2025 FlexiTex: Enhancing Texture Generation via Visual Guidance Dadong Jiang, Xianghui Yang, Zibo Zhao, Sheng Zhang, Jiaao Yu, Zeqiang Lai, Shaoxiong Yang, Chunchao Guo, Xiaobo Zhou, Zhihui Ke

ICCV 2025 GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning Kelin Yu, Sheng Zhang, Harshit Soora, Furong Huang, Heng Huang, Pratap Tokekar, Ruohan Gao

ICLR 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-Image Understanding Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

TMLR 2025 Offset Unlearning for Large Language Models James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen

ICCV 2025 RomanTex: Decoupling 3D-Aware Rotary Positional Embedded Multi-Attention Network for Texture Synthesis Yifei Feng, Mingxin Yang, Shuhui Yang, Sheng Zhang, Jiaao Yu, Zibo Zhao, Yuhong Liu, Jie Jiang, Chunchao Guo

WACV 2024 Dynamic Multimodal Information Bottleneck for Multimodality Classification Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang

AAAI 2024 S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Sheng Zhang, Muzammal Naseer, Guangyi Chen, Zhiqiang Shen, Salman H. Khan, Kun Zhang, Fahad Khan

ICLR 2024 UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon

ICLR 2023 DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang

JMLR 2023 Distributed Community Detection in Large Networks Sheng Zhang, Rui Song, Wenbin Lu, Ji Zhu

ICLR 2023 Dr.Spider: A Diagnostic Evaluation Benchmark Towards Text-to-SQL Robustness Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang

NeurIPS 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, Jianfeng Gao

ICLR 2023 Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang, Hao Cheng, Jianfeng Gao, Hoifung Poon

CVPR 2023 PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Sheng Zhang, Salman Khan, Zhiqiang Shen, Muzammal Naseer, Guangyi Chen, Fahad Shahbaz Khan

MLHC 2023 Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology Cliff Wong, Sheng Zhang, Yu Gu, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

NeurIPSW 2022 Importance of Synthesizing High-Quality Data for Text-to-SQL Parsing Yiyun Zhao, Jiarong Jiang, Yiqun Hu, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang

ICML 2021 DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Daochen Zha, Jingru Xie, Wenye Ma, Sheng Zhang, Xiangru Lian, Xia Hu, Ji Liu

NeurIPS 2021 Finite Sample Analysis of Average-Reward TD Learning and $q$-Learning Sheng Zhang, Zhe Zhang, Siva Theja Maguluri

ICML 2019 Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization Kai Zhang, Sheng Zhang, Jun Liu, Jun Wang, Jie Zhang

IJCAI 2019 Omnidirectional Scene Text Detection with Sequential-Free Box Discretization Yuliang Liu, Sheng Zhang, Lianwen Jin, Lele Xie, Yaqiang Wu, Zhepeng Wang

AAAI 2018 Feature Enhancement Network: A Refined Scene Text Detector Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo

IJCAI 2017 How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source Jiaqing Liang, Sheng Zhang, Yanghua Xiao

AAAI 2015 What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao

ICCVW 2009 Identity and Variation Spaces: Revisiting the Fisher Linear Discriminant Sheng Zhang, Terence Sim, Mei-Chen Yeh

ICCV 2009 Simultaneous and Orthogonal Decomposition of Data Using Multimodal Discriminant Analysis Terence Sim, Sheng Zhang, Jianran Li, Yan Chen

CVPR 2006 When Fisher Meets Fukunaga-Koontz: A New Look at Linear Discriminants Sheng Zhang, Terence Sim

CVPR 2004 Exploring Face Space Terence Sim, Sheng Zhang

CVPRW 2004 Exploring Face Space Terence Sim, Sheng Zhang