| 2026 | ACL | MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models. | Junjie Ye, Caishuang Huang, Zhuohan Chen, Wenjie Fu, Chenyuan Yang, Leyi Yang, Yilong Wu, Peng Wang, Meng Zhou, Xiaolong Yang, Tao Gui, Qi Zhang, Zhongchao Shi, Jianping Fan, Xuanjing Huang |
| 2025 | AAAI | DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes. | Yang Liu, Feng Hou, Yunjie Peng, Gangjian Zhang, Yao Zhang, Dong Xie, Peng Wang, Yang Zhang, Jiang Tian, Zhongchao Shi, Jianping Fan, Zhiqiang He |
| 2025 | AAAI | Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation. | Jianxiang Xie, Yao Wu, Yachao Zhang, Zhongchao Shi, Jianping Fan, Yuan Xie, Yanyun Qu |
| 2025 | ACL | CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter. | Yepeng Weng, Dianwen Mei, Huishi Qiu, Xujie Chen, Li Liu, Jiang Tian, Zhongchao Shi |
| 2025 | EMNLP | TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. | Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du |
| 2025 | EMNLP | Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels. | Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan |
| 2025 | ICLR | ARB-LLM: Alternating Refined Binarizations for Large Language Models. | Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong Qin, Dong Xie, Jiang Tian, Zhongchao Shi, Linghe Kong, Yulun Zhang, Xiaokang Yang |
| 2025 | ICLR | DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding. | Henry Zheng, Hao Shi, Qihang Peng, Yong Xien Chng, Rui Huang, Yepeng Weng, Zhongchao Shi, Gao Huang |
| 2025 | SMC | Learning Preference Distributions: A Label-Side Paradigm for Explainable Reward Models. | Shikai Chen, Jin Yuan, Yang Zhang, Zhongchao Shi, Jianping Fan, Xin Geng, Yong Rui |
| 2023 | CVPR | SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency. | Yang Liu, Yao Zhang, Yixin Wang, Yang Zhang, Jiang Tian, Zhongchao Shi, Jianping Fan, Zhiqiang He |
| 2023 | ICASSP | Learning How to Learn Domain-Invariant Parameters for Domain Generalization. | Feng Hou, Yao Zhang, Yang Liu, Jin Yuan, Cheng Zhong, Yang Zhang, Zhongchao Shi, Jianping Fan, Zhiqiang He |
| 2023 | ICCV | Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification. | Jiangming Shi, Yachao Zhang, Xiangbo Yin, Yuan Xie, Zhizhong Zhang, Jianping Fan, Zhongchao Shi, Yanyun Qu |
| 2023 | IJCAI | VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning. | Xiaofan Li, Yachao Zhang, Shiran Bian, Yanyun Qu, Yuan Xie, Zhongchao Shi, Jianping Fan |
| 2022 | ICASSP | Cross-Domain Few-Shot Learning for Rare-Disease Skin Lesion Segmentation. | Yixin Wang, Zhe Xu, Jiang Tian, Jie Luo, Zhongchao Shi, Yang Zhang, Jianping Fan, Zhiqiang He |
| 2022 | ICIP | Semi-Supervised 3D Medical Image Segmentation Via Boundary-Aware Consistent Hidden Representation Learning. | Linhu Liu, Jiang Tian, Xiangqian Cheng, Zhongchao Shi, Jianping Fan, Yong Rui |
| 2022 | IJCNN | Disentangled Neural Architecture Search. | Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao Shi, Jianping Fan |
| 2021 | ICIP | AKFNET: An Anatomical Knowledge Embedded Few-Shot Network For Medical Image Segmentation. | Yanan Wei, Jiang Tian, Cheng Zhong, Zhongchao Shi |
| 2021 | MICCAI | ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities. | Yixin Wang, Yang Zhang, Yang Liu, Zihao Lin, Jiang Tian, Cheng Zhong, Zhongchao Shi, Jianping Fan, Zhiqiang He |
| 2021 | MICCAI | Modality-Aware Mutual Learning for Multi-modal Medical Image Segmentation. | Yao Zhang, Jiawei Yang, Jiang Tian, Zhongchao Shi, Cheng Zhong, Yang Zhang, Zhiqiang He |
| 2020 | CVPR | Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition. | Shikai Chen, Jianfeng Wang, Yuedong Chen, Zhongchao Shi, Xin Geng, Yong Rui |
| 2020 | ICPR | Selecting Useful Knowledge from Previous Tasks for Future Learning in a Single Network. | Feifei Shi, Peng Wang, Zhongchao Shi, Yong Rui |
| 2020 | ICPR | DARN: Deep Attentive Refinement Network for Liver Tumor Segmentation from 3D CT volume. | Yao Zhang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhongchao Shi, Zhiqiang He |
| 2020 | MICCAI | Double-Uncertainty Weighted Method for Semi-supervised Learning. | Yixin Wang, Yao Zhang, Jiang Tian, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He |
| 2020 | PKAW | Challenge Closed-Book Science Exam: A Meta-Learning Based Question Answering System. | Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao Shi |
| 2019 | MICCAI | Automatic Couinaud Segmentation from CT Volumes on Liver Using GLC-UNet. | Jiang Tian, Li Liu, Zhongchao Shi, Feiyu Xu |
| 2019 | MICCAI | Towards Automatic Diagnosis from Multi-modal Medical Data. | Jiang Tian, Cheng Zhong, Zhongchao Shi, Feiyu Xu |
| 2019 | MICCAI | A Hybrid Multi-atrous and Multi-scale Network for Liver Lesion Detection. | Yanan Wei, Xuan Jiang, Kun Liu, Cheng Zhong, Zhongchao Shi, Jianjun Leng, Feiyu Xu |
| 2019 | VCIP | Facial Motion Prior Networks for Facial Expression Recognition. | Yuedong Chen, Jianfeng Wang, Shikai Chen, Zhongchao Shi, Jianfei Cai |
| 2018 | ICPR | SequentialSegNet: Combination with Sequential Feature for Multi-Organ Segmentation. | Yao Zhang, Xuan Jiang, Cheng Zhong, Yang Zhang, Zhongchao Shi, Zhensheng Li, Zhiqiang He |
| 2018 | MICCAI | A Diagnostic Report Generator from CT Volumes on Liver Tumor with Semi-supervised Attention Mechanism. | Jiang Tian, Cong Li, Zhongchao Shi, Feiyu Xu |
| 2017 | AAAI | Video Captioning with Listwise Supervision. | Yuan Liu, Xue Li, Zhongchao Shi |
| 2015 | MMSP | Learning query and image similarities with listwise supervision. | Yuan Liu, Zhongchao Shi, Zhenhua Liu, Xue Li, Gang Wang |
| 2005 | IGARSS | Remote sensing monitoring of grassland in key region of Northern China. | Bin Xu, Zhihao Qin, Jia Liu, Zhongchao Shi, Xiuchun Yang, Guixia Yang |
| 2005 | WACV | A Robust Fingerprint Matching Method. | Jin Qi, Zhongchao Shi, Xuying Zhao, Yangsheng Wang |
| 2004 | ICIG | A novel fingerprint matching method based on the Hough transform without quantization of the Hough space. | Jin Qi, Zhongchao Shi, Xuying Zhao, Yangsheng Wang |
| 2004 | ICIG | A new segmentation algorithm for low quality fingerprint image. | Zhongchao Shi, Yangsheng Wang, Jin Qi, Ke Xu |
| 2004 | IGARSS | Remote sensing monitoring on dynamic status of grassland productivity and animal loading balance in Northern China. | Bin Xu, Xiaoping Xin, Zhihao Qin, Zhongchao Shi, Haiqi Liu, Zhongxin Chen, Guixia Yang, Wenbin Wu, Youqi Chen, Xiaotian Wu |
| 1996 | MVA | An Approach to Automated House Recognition from Digital Stereo Imagery. | Zhongchao Shi, Ryosuke Shibasaki |