Wang, Sheng

39 publications

ICCV 2025 Demeter: A Parametric Model of Crop Plant Morphology from the Real World Tianhang Cheng, Albert J. Zhai, Evan Z. Chen, Rui Zhou, Yawen Deng, Zitong Li, Kejie Zhao, Janice Shiu, Qianyu Zhao, Yide Xu, Xinlei Wang, Yuan Shen, Sheng Wang, Lisa Ainsworth, Kaiyu Guan, Shenlong Wang

ICLR 2025 Forewarned Is Forearmed: Harnessing LLMs for Data Synthesis via Failure-Induced Exploration Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

ICLR 2025 Group Ligands Docking to Protein Pockets Jiaqi Guan, Jiahan Li, Xiangxin Zhou, Xingang Peng, Sheng Wang, Yunan Luo, Jian Peng, Jianzhu Ma

ICLR 2025 Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension Jiahan Li, Tong Chen, Shitong Luo, Chaoran Cheng, Jiaqi Guan, Ruihan Guo, Sheng Wang, Ge Liu, Jian Peng, Jianzhu Ma

CVPR 2025 MITracker: Multi-View Integration for Visual Object Tracking Mengjie Xu, Yitao Zhu, Haotian Jiang, Jiaming Li, Zhenrong Shen, Sheng Wang, Haolin Huang, Xinyu Wang, Han Zhang, Qing Yang, Qian Wang

ICLR 2025 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao

ICML 2025 MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu, Peng Xia, Yun Li, Hongtu Zhu, Sheng Wang, Huaxiu Yao

AAAI 2025 MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction Yitao Zhu, Sheng Wang, Mengjie Xu, Zixu Zhuang, Zhixin Wang, Kaidong Wang, Han Zhang, Qian Wang

ICLR 2025 MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards Sheng Wang, Liheng Chen, Pengan Chen, Jingwei Dong, Boyang Xue, Jiyue Jiang, Lingpeng Kong, Chuan Wu

NeurIPS 2025 Seg2Any: Open-Set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control Danfeng Li, Hui Zhang, Sheng Wang, Jiacheng Li, Zuxuan Wu

ECML-PKDD 2025 Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning Furong Peng, Jinzhen Gao, Xuan Lu, Kang Liu, Yifan Huo, Sheng Wang

NeurIPS 2025 TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang, Pengan Chen, Jingqi Zhou, Qintong Li, Jingwei Dong, Jiahui Gao, Boyang Xue, Jiyue Jiang, Lingpeng Kong, Chuan Wu

AAAI 2024 Cross-Domain Contrastive Learning for Time Series Clustering Furong Peng, Jiachen Luo, Xuan Lu, Sheng Wang, Feijiang Li

ICLR 2024 MMICL: Empowering Vision-Language Model with Multi-Modal In-Context Learning Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang

NeurIPSW 2024 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao

AAAI 2024 Mining Gaze for Contrastive Learning Toward Computer-Assisted Diagnosis Zihao Zhao, Sheng Wang, Qian Wang, Dinggang Shen

CVPR 2024 Physical Property Understanding from Language-Embedded Feature Fields Albert J. Zhai, Yuan Shen, Emily Y. Chen, Gloria X. Wang, Xinlei Wang, Sheng Wang, Kaiyu Guan, Shenlong Wang

NeurIPSW 2023 Crafting Good Views of Medical Images for Contrastive Learning via Expert-Level Visual Attention Sheng Wang, Zihao Zhao, Lichi Zhang, Dinggang Shen, Qian Wang

AAAI 2023 GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction Hanwen Xu, Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Bhalerao, Yucong Liu, Dawei Zhu, Sheng Wang

AAAI 2023 Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation Jinxin Lv, Xiaoyu Zeng, Sheng Wang, Ran Duan, Zhiwei Wang, Qiang Li

NeurIPSW 2023 Segment Any Stream: Scalable Water Extent Detection with the Segment Anything Model Haozhen Zheng, Chenhui Zhang, Kaiyu Guan, Yawen Deng, Sherrie Wang, Bruce L. Rhoads, Andrew J Margenot, Shengnan Zhou, Sheng Wang

NeurIPS 2022 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures Shitong Luo, Yufeng Su, Xingang Peng, Sheng Wang, Jian Peng, Jianzhu Ma

AAAI 2022 Contact-Distil: Boosting Low Homologous Protein Contact mAP Prediction by Self-Supervised Distillation Qin Wang, Jiayang Chen, Yuzhe Zhou, Yu Li, Liangzhen Zheng, Sheng Wang, Zhen Li, Shuguang Cui

AAAI 2022 DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation Yifan Wang, Yiping Song, Shuai Li, Chaoran Cheng, Wei Ju, Ming Zhang, Sheng Wang

NeurIPS 2022 Distribution-Informed Neural Networks for Domain Adaptation Regression Jun Wu, Jingrui He, Sheng Wang, Kaiyu Guan, Elizabeth Ainsworth

ECCV 2022 Towards Accurate Active Camera Localization Qihang Fang, Yingda Yin, Qingnan Fan, Fei Xia, Siyan Dong, Sheng Wang, Jue Wang, Leonidas J. Guibas, Baoquan Chen

ECCV 2022 Weakly Supervised Object Localization Through Inter-Class Feature Similarity and Intra-Class Appearance Consistency Jun Wei, Sheng Wang, S. Kevin Zhou, Shuguang Cui, Zhen Li

IJCAI 2021 Adaptive Residue-Wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge Qin Wang, Jun Wei, Boyuan Wang, Zhen Li, Sheng Wang, Shuguang Cui

NeurIPS 2021 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun

ICCV 2021 InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds Through Instance Multi-Level Contextual Referring Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Sheng Wang, Zhen Li, Shuguang Cui

AAAI 2021 PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning Qin Wang, Boyuan Wang, Zhenlei Xu, Jiaxiang Wu, Peilin Zhao, Zhen Li, Sheng Wang, Junzhou Huang, Shuguang Cui

CVPR 2021 Shallow Feature Matters for Weakly Supervised Object Localization Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui

ECCV 2020 Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang

AAAI 2018 Adaptive Graph Convolutional Neural Networks Ruoyu Li, Sheng Wang, Feiyun Zhu, Junzhou Huang

WACV 2018 Detect-SLAM: Making Object Detection and SLAM Mutually Beneficial Fangwei Zhong, Sheng Wang, Ziqi Zhang, China Chen, Yizhou Wang

ECML-PKDD 2016 AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling Sheng Wang, Siqi Sun, Jinbo Xu

IJCAI 2016 Feature Learning Based Deep Supervised Hashing with Pairwise Labels Wu-Jun Li, Sheng Wang, Wang-Cheng Kang

AAAI 2014 SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang

AISTATS 2013 Estimating the Partition Function of Graphical Models Using Langevin Importance Sampling Jianzhu Ma, Jian Peng, Sheng Wang, Jinbo Xu