| 2026 | AAAI | CIA: Cluster-Instance Alignment for Unsupervised Day-Night Vehicle Re-Identification. | Yongguo Ling, Chen Zhang, Yiming Liu, Wenhao Shao |
| 2026 | AAAI | PLUM-Net: Prototype-Induced Label Structuring for Disentangled Multimodal Representation Network. | Kehan Wang, Huan Zhao, Yong Wei, Xupeng Zha, Guanghui Ye, Cheng Zhu, Yiming Liu, Zixing Zhang |
| 2026 | ACL | LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces. | Yukang Feng, Jianwen Sun, Zelai Yang, Jiaxin Ai, Chuanhao Li, Zizhen Li, Fanrui Zhang, Kang He, Rui Ma, Jifan Lin, Jie Sun, Yang Xiao, Sizhuo Zhou, Wenxiao Wu, Yiming Liu, Pengfei Liu, Shenglin Zhang, Kaipeng Zhang |
| 2026 | ACL | Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities. | Kang He, Yuzhe Ding, Rao Fu, Yukang Feng, Kaipeng Zhang, Yiming Liu, Fei Li, Chong Teng, Donghong Ji |
| 2026 | EuroPar | Two-Stage Hierarchy-Aware Learning with Gradient Conflict Mitigation for HLS Latency and Resource Prediction. | Zhiwei Ke, Yiming Liu, Fengrui Zuo, Wenqi Lou, Chao Wang, Xuehai Zhou |
| 2026 | EuroPar | Realizable N:M Sparse Transformer Inference via Search-Kernel Co-design. | Yiming Liu, Wenqi Lou, Zhiguang Wang, Zhiwei Ke, Fengrui Zuo, Chao Wang, Xuehai Zhou |
| 2026 | ISIT | Precoder Design for MIMO Sensing with Scatterers. | Yiming Liu, Wei Yu |
| 2026 | WCNC | Task-Oriented Adaptive Semantic Communication with Multi-Modal Fusion for UAV Object Tracking. | Jiaqi Wang, Siyuan Zheng, Yiming Liu |
| 2026 | SIGdial | Beyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse Parsing. | Yiming Liu, Ziyue Zhang, Zhichao Xu, Xin Yu, Yingheng Tang, Tianyu Jiang, Jie Cao |
| 2025 | ACL | LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models. | Jiayi Gui, Yiming Liu, Jiale Cheng, Xiaotao Gu, Xiao Liu, Hongning Wang, Yuxiao Dong, Jie Tang, Minlie Huang |
| 2025 | ACL | NegVQA: Can Vision Language Models Understand Negation? | Yuhui Zhang, Yuchang Su, Yiming Liu, Serena Yeung-Levy |
| 2025 | CVPR | Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation. | Yuhui Zhang, Yuchang Su, Yiming Liu, Xiaohan Wang, James Burgess, Elaine Sui, Chenyu Wang, Josiah Aklilu, Alejandro Lozano, Anjiang Wei, Ludwig Schmidt, Serena Yeung-Levy |
| 2025 | EMNLP | OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework. | Jian Hu, Xibin Wu, Wei Shen, Jason Klein Liu, Weixun Wang, Songlin Jiang, Haoran Wang, Hao Chen, Bin Chen, Wenkai Fang, Xianyu, Yu Cao, Haotian Xu, Yiming Liu |
| 2025 | EMNLP | Data or Language Supervision: What Makes CLIP Better than DINO? | Yiming Liu, Yuhui Zhang, Dhruba Ghosh, Ludwig Schmidt, Serena Yeung-Levy |
| 2025 | ICASSP | XDGesture: An xLSTM-based Diffusion Model for Co-speech Gesture Generation. | Zixing Zhang, Jiajun Li, Bin Wang, Yiming Liu, Huan Zhao, Bjrn W. Schuller |
| 2025 | ICASSP | Parameter-Efficient Federal-Tuning Enhances Privacy Preserving for Speech Emotion Recognition. | Haijiao Chen, Huan Zhao, Yingxue Gao, Yiming Liu, Zixing Zhang |
| 2025 | ICASSP | DSSM: Dual State Space Model For Human Motions Generation. | Yiming Liu, Huan Zhao, Yaqian Liu, Haijiao Chen, Bo Li, Guanghui Ye, Zixing Zhang |
| 2025 | ICASSP | DGJA: Dependency Graph-enhanced Joint Attention Structure for Multimodal Sarcasm Detection. | Yiming Liu, Rui Song, Lida Shi, Ling Gao, Hao Xu |
| 2025 | ICASSP | Text Enhancement Network for Complex Multi-line Scene Text Image Super-resolution. | Yang Liu, Yuliang Huang, Yiming Liu |
| 2025 | ICLR | Can Watermarked LLMs be Identified by Users via Crafted Prompts? | Aiwei Liu, Sheng Guan, Yiming Liu, Leyi Pan, Yifei Zhang, Liancheng Fang, Lijie Wen, Philip S. Yu, Xuming Hu |
| 2025 | ICLR | Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective. | Yiming Liu, Kezhao Liu, Yao Xiao, Ziyi Dong, Xiaogang Xu, Pengxu Wei, Liang Lin |
| 2025 | LAK | Multimodal learning analytics for game-based assessment of collaborative problem solving skills among young students. | Yiming Liu, Zhengyang Ma, Jeremy Tzi Dong Ng, Xiao Hu |
| 2025 | PIMRC | DMSC: Dual-Modal Semantic Communication for Haze-Resilient V2V Perception. | Zikang Fan, Haiyue Zhang, Yiming Liu |
| 2025 | VTC | Delay-Aware Graph Attention Framework for Collaborative Perception. | Wei Li, Lin Ma, Xiangrui Kong, Yiming Liu |
| 2025 | VTC | Joint Task Offloading and Resource Allocation in Vehicular Platoon Networks: A Federated Reinforcement Learning Approach. | Taomin Wang, Yiming Liu, Qiang Wang, Xuguang Cao, Jingyi Chen |
| 2025 | WCNC | Joint Deep Adversarial Semantic Decomposition Scheme for Model Division Multiple Access in IoT. | Di Wu, Zhi Zhang, Yue Meng, Xiaoqi Qin, Yiming Liu |
| 2024 | COMPSAC | FOQL: Software Aging Determination and Rejuvenation Strategy Generation for Docker. | Yiming Liu, Zhuanzhuan Liu, Xueyong Tan, Jing Liu |
| 2024 | COMPSAC | Determine When and How to Perform Edge Rejuvenation Effectively for Cloud-Edge Collaborative System. | Zhuanzhuan Liu, Yiming Liu, Xueyong Tan, Jing Liu |
| 2024 | COMPSAC | Research on Breast Lesion Localization and Diagnosis Based on Knowledge-Driven and Data-Driven Approach. | Lintao Song, Jianqiang Li, Xiaoling Liu, Yiming Liu, Tianbao Ma, Jun Bai, Linna Zhao, Qing Zhao, Xi Xu |
| 2024 | ECCV | TrafficNight: An Aerial Multimodal Benchmark for Nighttime Vehicle Surveillance. | Guoxing Zhang, Yiming Liu, Xiaoyu Yang, Hailong Huang, Chao Huang |
| 2024 | GLOBECOM | An Image Semantic Communication System Based on Swin Transformer and Generative Adversarial Networks. | Wenyin Liang, Nan Ma, Linzi Shen, Mengshu Song, Xiaoxuan Qi, Yiming Liu |
| 2024 | GLOBECOM | Fairness-Centric Resource Allocation Methods for eMBB and URLLC Services in 5G and Beyond Networks. | Yiming Liu, Kai Guo, Qiang Wang |
| 2024 | GLOBECOM | RIS-Assisted Joint Sensing and Communications via Fractionally Constrained Fractional Programming. | Yiming Liu, Wei Yu |
| 2024 | HealthCom | Inspiration of Prototype Knowledge: Introducing a Meta-Learning Approach to Heart Sound Classification. | Qingrong Wu, Mengkai Sun, Haojie Zhang, Yongxin Zhang, Yiming Liu, Boyang Meng, Kun Qian, Bin Hu, Toru Nakamura, Taishin Nomura, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2024 | ICALT | Towards Multimodal Learning Analytics of Game-based Collaborative Problem Solving among Primary School Students. | Yiming Liu, Jeremy Tzi Dong Ng, Xiao Hu, Zhengyang Ma |
| 2024 | ICIP | Attention Enhancement With Parallel Groups for Remote Sensing Object Detection. | Zhigang Yang, Yiming Liu, Zehao Gao, Jiayue He, Tao Chen, Wei Emma Zhang |
| 2024 | Interspeech | Disentangling Age and Identity with a Mutual Information Minimization for Cross-Age Speaker Verification. | Fengrun Zhang, Wangjin Zhou, Yiming Liu, Wang Geng, Yahui Shan, Chen Zhang |
| 2024 | ICSE | Semantic-Enhanced Static Vulnerability Detection in Baseband Firmware. | Yiming Liu, Cen Zhang, Feng Li, Yeting Li, Jianhua Zhou, Jian Wang, Lanlan Zhan, Yang Liu, Wei Huo |
| 2024 | PIMRC | Joint Communication-Motion Planning for UAV Swarm against Jamming with Multi-Agent Deep Reinforcement Learning. | Zhenxin Guo, Yiming Liu, Yipeng Wang, Yue Meng, Baoling Liu |
| 2024 | VTC | AoI-Aware Resource Allocation for C-V2X Networks via Multi-Agent Reinforcement Learning with Attention. | Jiaao Chen, Qiang Wang, Yiming Liu |
| 2024 | VTC | Federated Multi-Agent Deep Reinforcement Learning Approach for Resource Allocation in Platoon-Based NR-V2X. | Yiming Liu, Qiang Wang, Jiaao Chen, Wenqi Zhang, Chen Sun |
| 2024 | SMC | A Progressive Soft Erase and Multi-Scale Feature Fusion Method for Medical Education Management of Breast Cancer. | Yiming Liu, Jianqiang Li, Xiaoling Liu, Xi Xu, Shujie Ding, Linna Zhao, Zhaolei Liu |
| 2023 | AAAI | Intriguing Findings of Frequency Selection for Image Deblurring. | Xintian Mao, Yiming Liu, Fengze Liu, Qingli Li, Wei Shen, Yan Wang |
| 2023 | ACML | Deep Traffic Benchmark: Aerial Perception and Driven Behavior Dataset. | Guoxing Zhang, Qiuping Li, Yiming Liu, Zhanpeng Wang, Yuanqi Chen, Wenrui Cai, Weiye Zhang, Bingting Guo, Zhi Zeng, Jiasong Zhu |
| 2023 | ICDE | OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory. | Cheng Chen, Yilin Wang, Jun Yang, Yiming Liu, Mian Lu, Zhao Zheng, Bingsheng He, Weng-Fai Wong, Liang You, Penghao Sun, Yuping Zhao, Fenghua Hu, Andy Rudoff |
| 2023 | LAK | Leveraging LMS Logs to Analyze Self-Regulated Learning Behaviors in a Maker-based Course. | Jeremy T. D. Ng, Yiming Liu, Didier S. Y. Chui, Jack C. H. Man, Xiao Hu |
| 2023 | PIMRC | Joint Trajectory Optimization and Task Offloading for UAV-Assisted Mobile Edge Computing. | Yipeng Wang, Yiming Liu, Jiaxiang Zhang, Baoling Liu |
| 2023 | PIMRC | A Deep Reinforcement Learning Approach for Federated Learning Optimization with UAV Trajectory Planning. | Chunyu Zhang, Yiming Liu, Zhi Zhang |
| 2022 | AAAI | FORCE: A Framework of Rule-Based Conversational Recommender System. | Jun Quan, Ze Wei, Qiang Gan, Jingqi Yao, Jingyi Lu, Yuchen Dong, Yiming Liu, Yi Zeng, Chao Zhang, Yongzhi Li, Huang Hu, Yingying He, Yang Yang, Daxin Jiang |
| 2022 | HCI | WiHead: WiFi-Based Head-Pose Estimation. | Yiming Liu, Shin'ichi Konomi |
| 2022 | ICASSP | Double Closed-Loop Network for Image Deblurring. | Yiming Liu, Yanni Zhang, Qiang Li, Jun Kong, Miao Qi, Jianzhong Wang |
| 2022 | IPEC | An Improved LEACH Protocol Based on Location and Residual Energy for Wireless Sensor Networks. | Yongmin Liu, Tingting Shi, Yiming Liu, Hanlin Liu, Zhuonong Xu |
| 2021 | AAAI | Integrating Pre-trained Model into Rule-based Dialogue Management. | Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang |
| 2021 | DASFAA | A Reinforcement Learning Model for Influence Maximization in Social Networks. | Chao Wang, Yiming Liu, Xiaofeng Gao, Guihai Chen |
| 2021 | ICALT | The Mediation Effects of Task Strategies on the Relationship Between Engagement and Cognitive Load in a Smart Instant Feedback System. | Yiming Liu, Jerry Chih-Yuan Sun |
| 2021 | ICIP | Image Deblurring based on Lightweight Multi-Information Fusion Network. | Yanni Zhang, Yiming Liu, Qiang Li, Miao Qi, Dahong Xu, Jun Kong, Jianzhong Wang |
| 2021 | ICIS | Building a Digital Fitness Trainer for Home Gyms. | Yiming Liu |
| 2021 | IJCNN | Dynamic Scene Deblurring Using Enhanced Feature Fusion and Multi - Distillation Mechanism. | Qianyi Zhang, Zhixin Zeng, Yiming Liu, Kang Tang, Ji Wang |
| 2021 | ICSOC | Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services. | Yiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen |
| 2021 | PIMRC | Energy-Efficient Federated Learning Framework for Digital Twin-Enabled Industrial Internet of Things. | Jiaxiang Zhang, Yiming Liu, Xiaoqi Qin, Xiaodong Xu |
| 2021 | WCNC | Task Offloading and Resource Allocation in Heterogeneous Edge Computing Systems. | Shilin Li, Yiming Liu, Xiaoqi Qin, Zhi Zhang, Hang Li |
| 2021 | WCNC | Channel Estimation and Power Scaling of Reconfigurable Intelligent Surface with Non-Ideal Hardware. | Yiming Liu, Erwu Liu, Rui Wang, Yuanzhe Geng |
| 2020 | GLOBECOM | Energy Efficiency Analysis of Intelligent Reflecting Surface System with Hardware Impairments. | Yiming Liu, Erwu Liu, Rui Wang |
| 2019 | HiPC | Hierarchical Filter and Refinement System Over Large Polygonal Datasets on CPU-GPU. | Yiming Liu, Jie Yang, Satish Puri |
| 2019 | WCNC | An Intelligent UAV Deployment Scheme for Load Balance in Small Cell Networks Using Machine Learning. | JunShi Hu, Heli Zhang, Yiming Liu, Xi Li, Hong Ji |
| 2018 | GLOBECOM | Resource Allocation for Video Transcoding and Delivery Based on Mobile Edge Computing and Blockchain. | Yiming Liu, F. Richard Yu, Xi Li, Hong Ji, Victor C. M. Leung |
| 2018 | INFOCOM | Hybrid computation offloading in fog and cloud networks with non-orthogonal multiple access. | Yiming Liu, F. Richard Yu, Xi Li, Hong Ji, Victor C. M. Leung |
| 2018 | VTC | Joint Power Control and Topology-Transparent Scheduling in Mobile Multi-Hop Networks under Physical Interference Model. | Yiming Liu, Long Zhang |
| 2018 | WCNC | Self-optimizing interference management for non-orthogonal multiple access in ultra-dense networks. | Yiming Liu, F. Richard Yu, Xi Li, Hong Ji, Heli Zhang, Victor C. M. Leung |
| 2017 | ICCV | Video Frame Synthesis Using Deep Voxel Flow. | Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala |
| 2017 | INFOCOM | A multiple APs cooperation access scheme for energy efficiency in UUDN with NOMA. | Yiming Liu, Xi Li, Hong Ji, Heli Zhang |
| 2016 | RecSys | Are You Influenced by Others When Rating?: Improve Rating Prediction by Conformity Modeling. | Yiming Liu, Xuezhi Cao, Yong Yu |
| 2016 | WCNC | Topology-transparent scheduling in mobile multihop ad hoc networks with directional antennas. | Yiming Liu, Lina Weng, Victor O. K. Li, Shanfeng Xu |
| 2014 | WCNC | Distributed multi-channel topology-transparent broadcast scheduling in ad hoc networks. | Yiming Liu, Victor O. K. Li, Ka-Cheong Leung, Lin Zhang |
| 2012 | CISS | Topology-transparent scheduling in mobile ad hoc networks supporting heterogeneous quality of service guarantees. | Yiming Liu, Lin Zhang, Victor O. K. Li, Ka-Cheong Leung, Wenzhu Zhang |
| 2012 | VTC | Topology-Transparent Distributed Multicast and Broadcast Scheduling in Mobile Ad Hoc Networks. | Yiming Liu, Victor O. K. Li, Ka-Cheong Leung, Lin Zhang |
| 2011 | WWW | Open and decentralized access across location-based services. | Yiming Liu, Rui Yang, Erik Wilde |
| 2010 | IROS | Segmentation and classification of range image from an intelligent vehicle in urban environment. | Xiaolong Zhu, Huijing Zhao, Yiming Liu, Yipu Zhao, Hongbin Zha |
| 2010 | ICRA | Scene understanding in a large dynamic environment through a laser-based sensing. | Huijing Zhao, Yiming Liu, Xiaolong Zhu, Yipu Zhao, Hongbin Zha |
| 2010 | ICWE | Scalable and Mashable Location-Oriented Web Services. | Yiming Liu, Erik Wilde |
| 2009 | ADMA | Image Classification Approach Based on Manifold Learning in Web Image Mining. | Rong Zhu, Min Yao, Yiming Liu |
| 2008 | CHI | Enhancing online personal connections through the synchronized sharing of online video. | David A. Shamma, Marcello Basta-Forte, Niels Joubert, Yiming Liu |
| 2008 | IRI | Lightweight linked data. | Erik Wilde, Yiming Liu |
| 2008 | WWW | Lock-free consistency control for web 2.0 applications. | Jiangming Yang, Haixun Wang, Ning Gu, Yiming Liu, Chunsong Wang, Qiwei Zhang |