| 2026 | AAAI | Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems. | Haowei Wang, Rupeng Zhang, Junjie Wang, Mingyang Li, Yuekai Huang, Dandan Wang, Qing Wang |
| 2026 | ACL | Know Thy Enemy: Securing LLMs Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning. | Zhiyuan Chang, Mingyang Li, Yuekai Huang, Ziyou Jiang, Xiaojun Jia, Qian Xiong, Junjie Wang, Zhaoyang Li, Qing Wang |
| 2026 | ACL | SAGE: Synergistic Adaptive Gating of Experts for Hateful Video Detection. | Jie Huang, Xin Liao, Junjie Wang, Mingyang Li, Wenshuo Wang, Ziyou Jiang, Shoubin Li, Qing Wang |
| 2026 | ACL | All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction. | Ziyou Jiang, Mingyang Li, Junjie Wang, Yuekai Huang, Jie Huang, Zhiyuan Chang, Zhaoyang Li, Qing Wang |
| 2026 | EACL | Evaluation and LLM-Guided Learning of ICD Coding Rationales. | Mingyang Li, Viktor Schlegel, Tingting Mu, Wuraola Oyewusi, Kai Kang, Goran Nenadic |
| 2026 | EACL | Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs. | Yujia Zheng, Tianhao Li, Haotian Huang, Tianyu Zeng, Jingyu Lu, Chuangxin Chu, Yuekai Huang, Ziyou Jiang, Qian Xiong, Yuyao Ge, Mingyang Li |
| 2026 | SIGIR | Revisiting Collaborative Filtering by Unleashing the Power of Similarity. | Mingyang Li, Xinlang Yue, Chen Chen, Muyang Li, Yongqi Liu, Kaiqiao Zhan |
| 2025 | AAAI | Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer. | Mingze Yin, Hanjing Zhou, Yiheng Zhu, Jialu Wu, Wei Wu, Mingyang Li, Kun Fu, Zheng Wang, Chang-Yu Hsieh, Tingjun Hou, Jian Wu |
| 2025 | AAAI | ProtCLIP: Function-Informed Protein Multi-Modal Learning. | Hanjing Zhou, Mingze Yin, Wei Wu, Mingyang Li, Kun Fu, Jintai Chen, Jian Wu, Zheng Wang |
| 2025 | ACL | Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System. | Ziyou Jiang, Mingyang Li, Guowei Yang, Junjie Wang, Yuekai Huang, Zhiyuan Chang, Qing Wang |
| 2025 | CIKM | KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation. | Mingyang Li, Shisong Chen, Shengkun Tu, Ziyi Du, Jinghao Zhang, Zhixu Li, Yanghua Xiao |
| 2025 | CVPR | Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment. | Guanglu Dong, Xiangyu Liao, Mingyang Li, Guihuan Guo, Chao Ren |
| 2025 | EMNLP | One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems. | Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang |
| 2025 | EMNLP | Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems. | Qian Xiong, Yuekai Huang, Ziyou Jiang, Zhiyuan Chang, Yu Zheng, Tianhao Li, Mingyang Li |
| 2025 | ICCAD | Discriminate Weight Approximation for Efficient DSP Packing in LLM Accelerators. | Jun Li, Yangyijian Liu, Chang-Wei Shi, Mingyang Li, Wu-Jun Li |
| 2025 | MICCAI | Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification. | Xing Shen, Justin Szeto, Mingyang Li, Hengguan Huang, Tal Arbel |
| 2025 | NAACL | From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection. | Rupeng Zhang, Haowei Wang, Junjie Wang, Mingyang Li, Yuekai Huang, Dandan Wang, Qing Wang |
| 2025 | SIGIR | Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA. | Siyuan Li, Yongping Du, Mingyang Li |
| 2025 | WACV | Through the Curved Cover: Synthesizing Cover Aberrated Scenes with Refractive Field. | Liuyue Xie, Jiancong Guo, Lszl A. Jeni, Zhiheng Jia, Mingyang Li, Yunwen Zhou, Chao Guo |
| 2024 | AAAI | A New Benchmark and Model for Challenging Image Manipulation Detection. | Zhenfei Zhang, Mingyang Li, Ming-Ching Chang |
| 2024 | ACL | Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues. | Zhiyuan Chang, Mingyang Li, Yi Liu, Junjie Wang, Qing Wang, Yang Liu |
| 2024 | CVPR | SFOD: Spiking Fusion Object Detector. | Yimeng Fan, Wei Zhang, Changsong Liu, Mingyang Li, Wenrui Lu |
| 2024 | DAS | LD-DOC: Light-Weight Domain-Adaptive Document Layout Analysis. | Zhangchi Gao, Shoubin Li, Yangyang Liu, Mingyang Li, Kai Huang, Yi Ren |
| 2024 | ECCV | Image Manipulation Detection with Implicit Neural Representation and Limited Supervision. | Zhenfei Zhang, Mingyang Li, Xin Li, Ming-Ching Chang, Jun-Wei Hsieh |
| 2024 | EMAS | SADMA: Scalable Asynchronous Distributed Multi-agent Reinforcement Learning Training Framework. | Sizhe Wang, Long Qian, Cairun Yi, Fan Wu, Qian Kou, Mingyang Li, Xingyug Chen, Xuguang Lan |
| 2024 | EMNLP | Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement. | Zhiyuan Chang, Mingyang Li, Junjie Wang, Yi Liu, Qing Wang, Yang Liu |
| 2024 | GLOBECOM | Joint Activity Detection and Channel Estimation for 6G GFRA: A Memory-Enhanced DL Network Framework. | Li Zhen, Yuanbo Fan, Luyao Cheng, Mingyang Li, Shuchang Li, Guangyue Lu, Mohsen Guizani |
| 2024 | GLOBECOM | Collision Detection and Load Estimation for Massive Random Access in Satellite-Based Internet of Things: A Deep Learning Approach. | Li Zhen, Mingyang Li, Yuxuan He, Jingrui Su, Keping Yu, Joel J. P. C. Rodrigues |
| 2024 | ICRA | NeRF-VINS: A Real-time Neural Radiance Field Map-based Visual-Inertial Navigation System. | Saimouli Katragadda, Woosik Lee, Yuxiang Peng, Patrick Geneva, Chuchu Chen, Chao Guo, Mingyang Li, Guoquan Huang |
| 2024 | ISCAS | A Fully-Parallel Reconfigurable Spiking Neural Network Accelerator with Structured Sparse Connections. | Mingyang Li, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima |
| 2024 | KSEM | AutoLabel: Automated Textual Data Annotation Method Based on Active Learning and Large Language Model. | Xuran Ming, Shoubin Li, Mingyang Li, Lvlong He, Qing Wang |
| 2024 | TrustCom | Enabling Robust Android Malicious Packet Capturing and Detection via Android Kernel. | Mingyang Li, Weina Niu, Xinglong Chen, Jiacheng Gong, Kegang Hao, Xiaosong Zhang |
| 2024 | TrustCom | Trust Evaluation in Mobile Crowd Sensing Networks Based on Age of Trust (AoT). | Xiayue Wang, Mingyang Li, Yuting Tao, Xuanzhe Wang, Hao Wu |
| 2023 | CSCWD | Bi-population Cooperative Moth-flame Optimization Algorithm for the Networking Mode Optimization. | Shaorong Cao, Yuanyuan Mao, Mingyang Li, Weidong Xie, Chaochao Gao |
| 2023 | CSCWD | A Reinforcement Learning-driven Iterated Greedy Algorithm for Traveling Salesman Problem. | Xi Song, Mingyang Li, Weidong Xie, Yuanyuan Mao |
| 2023 | HCI | A Framework to Incentivize the Use of Augmented Reality in Daily Lives of Older Adults. | Christian Eichhorn, David A. Plecher, Daniel Bamberger, Fabian von Thun, Zong-Lin Yang, Mingyang Li, Atsushi Hiyama, Gudrun Klinker |
| 2023 | ICCS | Online Runtime Environment Prediction for Complex Colocation Interference in Distributed Streaming Processing. | Fan Liu, Weilin Zhu, Weimin Mu, Yun Zhang, Mingyang Li, Can Ma, Weiping Wang |
| 2023 | ICLR | Incremental Learning of Structured Memory via Closed-Loop Transcription. | Shengbang Tong, Xili Dai, Ziyang Wu, Mingyang Li, Brent Yi, Yi Ma |
| 2023 | ICSE | Cross-Domain Requirements Linking via Adversarial-based Domain Adaptation. | Zhiyuan Chang, Mingyang Li, Qing Wang, Shoubin Li, Junjie Wang |
| 2023 | ICSE | Context-aware Bug Reproduction for Mobile Apps. | Yuchao Huang, Junjie Wang, Zhe Liu, Song Wang, Chunyang Chen, Mingyang Li, Qing Wang |
| 2023 | IECON | A Phase Shift Modulation Scheme for Single-Stage Wireless Power Transfer System Based on Direct AC-AC Two-Half-Bridge Topology. | Mingyang Li, Junjun Deng, Zhenyuan Zhang, Baohua Xu, Zhenpo Wang |
| 2022 | AAAI | DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction. | Jiajun Fei, Ziyu Zhu, Wenlei Liu, Zhidong Deng, Mingyang Li, Huanjun Deng, Shuo Zhang |
| 2022 | ASPDAC | Neural Network Pruning and Fast Training for DRL-based UAV Trajectory Planning. | Yilan Li, Haowen Fang, Mingyang Li, Yue Ma, Qinru Qiu |
| 2022 | ECCV | SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud. | Xiangrui Zhao, Sheng Yang, Tianxin Huang, Jun Chen, Teng Ma, Mingyang Li, Yong Liu |
| 2022 | ICASSP | A General Framework For Incomplete Cross-Modal Retrieval With Missing Labels And Missing Modalities. | Mingyang Li, Shao-Lun Huang, Lin Zhang |
| 2022 | ICCS | Elastic Resource Allocation Based on Dynamic Perception of Operator Influence Domain in Distributed Stream Processing. | Fan Liu, Weilin Zhu, Weimin Mu, Yun Zhang, Mingyang Li, Ziyuan Zhu, Weiping Wang |
| 2022 | ICRA | Translation Invariant Global Estimation of Heading Angle Using Sinogram of LiDAR Point Cloud. | Xiaqing Ding, Xuecheng Xu, Sha Lu, Yanmei Jiao, Mengwen Tan, Rong Xiong, Huanjun Deng, Mingyang Li, Yue Wang |
| 2022 | ICRA | The Visual-Inertial- Dynamical Multirotor Dataset. | Kunyi Zhang, Tiankai Yang, Ziming Ding, Sheng Yang, Teng Ma, Mingyang Li, Chao Xu, Fei Gao |
| 2021 | CIKM | OTCMR: Bridging Heterogeneity Gap with Optimal Transport for Cross-modal Retrieval. | Mingyang Li, Shao-Lun Huang, Lin Zhang |
| 2021 | CSCWD | Incorporating Attributes Semantics into Knowledge Graph Embeddings. | Mingyang Li, Neng Gao, Chenyang Tu, Jia Peng, Min Li |
| 2021 | ICONIP | Dual Feature Distributional Regularization for Defending Against Adversarial Attacks. | Mingyang Li, Xiangxiang Xu, Shao-Lun Huang, Lin Zhang |
| 2021 | ICRA | IMU Data Processing For Inertial Aided Navigation: A Recurrent Neural Network Based Approach. | Ming Zhang, Mingming Zhang, Yiming Chen, Mingyang Li |
| 2020 | CVPR | MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships. | Yongjian Chen, Lei Tai, Kai Sun, Mingyang Li |
| 2020 | ECCV | Sparse Adversarial Attack via Perturbation Factorization. | Yanbo Fan, Baoyuan Wu, Tuanhui Li, Yong Zhang, Mingyang Li, Zhifeng Li, Yujiu Yang |
| 2020 | ECCV | Interpretable Foreground Object Search as Knowledge Distillation. | Boren Li, Po-Yu Zhuang, Jian Gu, Mingyang Li, Ping Tan |
| 2020 | ICIP | Semantically Supervised Maximal Correlation For Cross-Modal Retrieval. | Mingyang Li, Yang Li, Shao-Lun Huang, Lin Zhang |
| 2020 | IJCAI | Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations. | Hongwei Xie, Yafei Song, Ling Cai, Mingyang Li |
| 2020 | IJCNN | Diversity in Neural Architecture Search. | Wenzheng Hu, Mingyang Li, Changhe Yuan, Changshui Zhang, Jianqiang Wang |
| 2020 | ICSE | Detection of hidden feature requests from massive chat messages via deep siamese network. | Lin Shi, Mingzhe Xing, Mingyang Li, Yawen Wang, Shoubin Li, Qing Wang |
| 2020 | RE | A Deep Context-wise Method for Coreference Detection in Natural Language Requirements. | Yawen Wang, Lin Shi, Mingyang Li, Qing Wang, Yun Yang |
| 2019 | ICCV | Seq-SG2SL: Inferring Semantic Layout From Scene Graph Through Sequence to Sequence Learning. | Boren Li, Boyu Zhuang, Mingyang Li, Jian Gu |
| 2019 | IJCNN | 3D Room Reconstruction from A Single Fisheye Image. | Mingyang Li, Yi Zhou, Ming Meng, Yuehua Wang, Zhong Zhou |
| 2019 | IROS | Perception System Design for Low-Cost Commercial Ground Robots: Sensor Configurations, Calibration, Localization and Mapping. | Yiming Chen, Mingming Zhang, Dongsheng Hong, Chengcheng Deng, Mingyang Li |
| 2019 | IROS | Learning Local Feature Descriptor with Motion Attribute For Vision-based Localization. | Yafei Song, Di Zhu, Jia Li, Yonghong Tian, Mingyang Li |
| 2019 | IROS | Vision-Aided Localization For Ground Robots. | Mingming Zhang, Yiming Chen, Mingyang Li |
| 2019 | ICRA | 2D LiDAR Map Prediction via Estimating Motion Flow with GRU. | Yafei Song, Yonghong Tian, Gang Wang, Mingyang Li |
| 2019 | ICWSM | Studying Cultural Differences in Emoji Usage across the East and the West. | Sharath Chandra Guntuku, Mingyang Li, Louis Tay, Lyle H. Ungar |
| 2019 | ISMAR | LE-HGR: A Lightweight and Efficient RGB-Based Online Gesture Recognition Network for Embedded AR Devices. | Hongwei Xie, Jiafang Wang, Baitao Shao, Jian Gu, Mingyang Li |
| 2019 | ISRR | Visual-Inertial Localization for Skid-Steering Robots with Kinematic Constraints. | Xingxing Zuo, Mingming Zhang, Yiming Chen, Yong Liu, Guoquan Huang, Mingyang Li |
| 2019 | QRS | Are All Duplicates Value-Neutral? An Empirical Analysis of Duplicate Issue Reports. | Mingyang Li, Lin Shi, Qing Wang |
| 2019 | WWW | Exploring (Dis-)Similarities in Emoji-Emotion Association on Twitter and Weibo. | Mingyang Li, Sharath Chandra Guntuku, Vinit Jakhetiya, Lyle H. Ungar |
| 2019 | SENSYS | Anomaly detection in surface mount technology process using multi-modal data: poster abstract. | Mingyang Li, Hanling Wang, Yue Zhang, Shao-Lun Huang, Lin Zhang |
| 2018 | AINA | A Statistical Framework to Forecast Duration and Volume of Internet Usage Based on Pervasive Monitoring of NetFlow Logs. | Soheil Sarmadi, Mingyang Li, Sriram Chellappan |
| 2017 | ICIG | Hyperspectral Image Classification Based on Deep Forest and Spectral-Spatial Cooperative Feature. | Mingyang Li, Ning Zhang, Bin Pan, Shaobiao Xie, Xi Wu, Zhenwei Shi |
| 2017 | ICRA | Visual-inertial self-calibration on informative motion segments. | Thomas Schneider, Mingyang Li, Michael Burri, Juan I. Nieto, Roland Siegwart, Igor Gilitschenski |
| 2017 | ICRA | Photometric patch-based visual-inertial odometry. | Xing Zheng, Zack Moratto, Mingyang Li, Anastasios I. Mourikis |
| 2017 | WSC | Data-driven simulation for healthcare facility utilization modeling and evaluation. | Xuxue Sun, Mingyang Li, Chao Meng, Nan Kong, Hongdao Meng, Kathryn Hyer |
| 2016 | GLOBECOM | FreeSense: Indoor Human Identification with Wi-Fi Signals. | Tong Xin, Bin Guo, Zhu Wang, Mingyang Li, Zhiwen Yu, Xingshe Zhou |
| 2014 | AAAI | Cross-Lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis. | Zhigang Wang, Juanzi Li, Shuangjie Li, Mingyang Li, Jie Tang, Kuo Zhang, Kun Zhang |
| 2014 | ICRA | High-fidelity sensor modeling and self-calibration in vision-aided inertial navigation. | Mingyang Li, Hongsheng Yu, Xing Zheng, Anastasios I. Mourikis |
| 2014 | MMAR | Stability and stabilization of stochastic linear parameter varying T-S fuzzy system. | Jizhen Liu, Yang Hu, Taihua Chang, Tingting Yang, Zhongwei Lin, Mingyang Li |
| 2014 | WSC | A DDDAMS-based UAV and UGV team formation approach for surveillance and crowd control. | Amirreza M. Khaleghi, Dong Xu, Sara Minaeian, Mingyang Li, Yifei Yuan, Jian Liu, Young-Jun Son, Christopher Vo, Jyh-Ming Lien |
| 2013 | ICCS | DDDAMS-based Crowd Control via UAVs and UGVs. | Zhenrui Wang, Mingyang Li, Amirreza M. Khaleghi, Dong Xu, Alfonso Lobos, Christopher Vo, Jyh-Ming Lien, Jian Liu, Young-Jun Son |
| 2013 | ICRA | Real-time motion tracking on a cellphone using inertial sensing and a rolling-shutter camera. | Mingyang Li, Byung Hyung Kim, Anastasios I. Mourikis |
| 2013 | ICRA | 3-D motion estimation and online temporal calibration for camera-IMU systems. | Mingyang Li, Anastasios I. Mourikis |
| 2012 | ICRA | Improving the accuracy of EKF-based visual-inertial odometry. | Mingyang Li, Anastasios I. Mourikis |
| 2012 | IROS | Vision-aided inertial navigation for resource-constrained systems. | Mingyang Li, Anastasios I. Mourikis |
| 2011 | ICRA | A particle filter for monocular vision-aided odometry. | Teddy N. Yap Jr., Mingyang Li, Anastasios I. Mourikis, Christian R. Shelton |
| 2009 | HCI | Propagation Modeling and Analysis of Incidental Topics in Blogosphere. | Li Zhao, Ruixi Yuan, Xiaohong Guan, Mingyang Li |