| 2026 | AAAI | UniMGS: Unifying Mesh and 3D Gaussian Splatting with Single-Pass Rasterization and Proxy-Based Deformation. | Zeyu Xiao, Mingyang Sun, Yimin Cong, Lintao Wang, Dongliang Kou, Zhenyi Wu, Dingkang Yang, Peng Zhai, Zeyu Wang, Lihua Zhang |
| 2026 | ACL | AdapThink: Adaptive Thinking Preferences for Reasoning Language Models. | Wenyue Xu, Xu Wan, Wei Wang, Wenqi Huang, Wotao Yin, Shengjie Zhao, Mingyang Sun |
| 2026 | NDSS | PrivATE: Differentially Private Average Treatment Effect Estimation for Observational Data. | Quan Yuan, Xiaochen Li, Linkang Du, Min Chen, Mingyang Sun, Yunjun Gao, Shibo He, Jiming Chen, Zhikun Zhang |
| 2026 | NDSS | VICTOR: Dataset Copyright Auditing in Video Recognition Systems. | Quan Yuan, Zhikun Zhang, Linkang Du, Min Chen, Mingyang Sun, Yunjun Gao, Shibo He, Jiming Chen |
| 2025 | AAAI | SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning. | Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun |
| 2025 | ICASSP | MLSwinTNet: A Multi-Level Feature Interaction Network for Low-Light Image Enhancement. | Mingyang Sun, Xinxin Wang, Ru Yi |
| 2025 | ICASSP | SAF: Local Shape-aware Face-based Garment Collision Handling via Neural SDFs. | Minzhe Tang, Ruisheng Yuan, Dongliang Kou, Mingyang Sun, Lihua Zhang |
| 2025 | ICCV | CARP: Visuomotor Policy Learning via Coarse-to-Fine Autoregressive Prediction. | Zhefei Gong, Pengxiang Ding, Shangke Lyu, Siteng Huang, Mingyang Sun, Wei Zhao, Zhaoxin Fan, Donglin Wang |
| 2025 | ICML | Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making. | Xu Wan, Wenyue Xu, Chao Yang, Mingyang Sun |
| 2025 | ICML | Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport. | Mingyang Sun, Pengxiang Ding, Weinan Zhang, Donglin Wang |
| 2025 | ICRA | Quart-Online: Latency-Free Multimodal Large Language Model for Quadruped Robot Learning. | Xinyang Tong, Pengxiang Ding, Yiguo Fan, Donglin Wang, Wenjie Zhang, Can Cui, Mingyang Sun, Han Zhao, Hongyin Zhang, Yonghao Dang, Siteng Huang, Shangke Lyu |
| 2024 | AAAI | A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities. | Mingcheng Li, Dingkang Yang, Yuxuan Lei, Shunli Wang, Shuaibing Wang, Liuzhen Su, Kun Yang, Yuzheng Wang, Mingyang Sun, Lihua Zhang |
| 2024 | AsiaCCS | PARL: Poisoning Attacks Against Reinforcement Learning-based Recommender Systems. | Linkang Du, Quan Yuan, Min Chen, Mingyang Sun, Peng Cheng, Jiming Chen, Zhikun Zhang |
| 2024 | CSCWD | Single Image Haze Removal Using Haze Color Prior. | Ningtao Ma, Ru Yi, Mingyang Sun, Liangyu Ruan |
| 2024 | CSCWD | Enhancing Low-Light Images: A Novel Approach Combining Anisotropic Diffusion and Retinex. | Mingyang Sun, Ru Yi, Xinxin Wang, Ningtao Ma |
| 2024 | CSCWD | Low-light Image Enhancement Algorithm Based on Improved Multi-scale Retinex with Adaptive Brightness Compensation. | Xinxin Wang, Ru Yi, Mingyang Sun, Zhaozheng Zhang |
| 2024 | CVPR | Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities. | Mingcheng Li, Dingkang Yang, Xiao Zhao, Shuaibing Wang, Yan Wang, Kun Yang, Mingyang Sun, Dongliang Kou, Ziyun Qian, Lihua Zhang |
| 2024 | ISSTA | CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. | Hao Wang, Zeyu Gao, Chao Zhang, Zihan Sha, Mingyang Sun, Yuchen Zhou, Wenyu Zhu, Wenju Sun, Han Qiu, Xi Xiao |
| 2024 | ISSTA | CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. | Hao Wang, Zeyu Gao, Chao Zhang, Mingyang Sun, Yuchen Zhou, Han Qiu, Xi Xiao |
| 2024 | NDSS | ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. | Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang |
| 2024 | PG | PhysHand: A Hand Simulation Model with Physiological Geometry, Physical Deformation, and Accurate Contact Handling. | Mingyang Sun, Dongliang Kou, Ruisheng Yuan, Dingkang Yang, Peng Zhai, Xiao Zhao, Yang Jiang, Xiong Li, Jingchen Li, Lihua Zhang |
| 2024 | SEKE | Low-Light Image Enhancement Based on Retinex Reflectance Compensation. | Zhaozheng Zhang, Wujun Wang, Weiran Yang, Ningtao Ma, Mingyang Sun, Xinxin Wang, Liangyu Ruan, Ru Yi |
| 2023 | AAAI | AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems. | Xu Wan, Mingyang Sun, Boli Chen, Zhongda Chu, Fei Teng |
| 2023 | ACL | Value type: the bridge to a better DST model. | QiXiang Gao, Mingyang Sun, Yutao Mou, Chen Zeng, Weiran Xu |
| 2023 | CVPR | Co-speech Gesture Synthesis by Reinforcement Learning with Contrastive Pretrained Rewards. | Mingyang Sun, Mengchen Zhao, Yaqing Hou, Minglei Li, Huang Xu, Songcen Xu, Jianye Hao |
| 2023 | ICASSP | Improving Few-Shot Performance of DST Model Through Multitask to Better Serve Language-Impaired People. | Mingyang Sun, QiXiang Gao, Yutao Mou, Guanting Dong, Ruifang Liu, Wenbin Guo |
| 2023 | ICASSP | D-CONFORMER: Deformable Sparse Transformer Augmented Convolution for Voxel-Based 3D Object Detection. | Xiao Zhao, Liuzhen Su, Xukun Zhang, Dingkang Yang, Mingyang Sun, Shunli Wang, Peng Zhai, Lihua Zhang |
| 2023 | MICCAI | Anatomical-Aware Point-Voxel Network for Couinaud Segmentation in Liver CT. | Xukun Zhang, Yang Liu, Sharib Ali, Xiao Zhao, Mingyang Sun, Minghao Han, Tao Liu, Peng Zhai, Zhiming Cui, Peixuan Zhang, Xiaoying Wang, Lihua Zhang |
| 2022 | EMNLP | Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking. | QiXiang Gao, Guanting Dong, Yutao Mou, Liwen Wang, Chen Zeng, Daichi Guo, Mingyang Sun, Weiran Xu |
| 2022 | IJCAI | Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power Systems. | Xu Wan, Lanting Zeng, Mingyang Sun |
| 2022 | TrustCom | Differential Game Approach for Modelling and Defense of False Data Injection Attacks Targeting Energy Metering Systems. | Jichao Bi, Shibo He, Fengji Luo, Jiming Chen, Da-Wen Huang, Mingyang Sun |
| 2021 | INFOCOM | Demo Abstract: A HIL Emulator-Based Cyber Security Testbed for DC Microgrids. | Mengxiang Liu, Zexuan Jin, Jinhui Xia, Mingyang Sun, Ruilong Deng, Peng Cheng |
| 2020 | CEC | Memetic Multi-agent optimization with Problem Reformulation by Coordinate Rotation. | Mingyang Sun, Yaqing Hou, Qiang Zhang, Hong-Wei Ge, Xin Yang, Feng Liang, Abhishek Gupta, Xianneng Li |
| 2019 | ICRA | Asymmetric Local Metric Learning with PSD Constraint for Person Re-identification. | Zhijie Wen, Mingyang Sun, Ying Li, Shihui Ying, Yaxin Peng |
| 2018 | IJCAI | Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid. | Yaodong Yang, Jianye Hao, Mingyang Sun, Zan Wang, Changjie Fan, Goran Strbac |