| 2026 | AAAI | Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models. | Yijun Yang, Lichao Wang, Jianping Zhang, Chi Harold Liu, Lanqing Hong, Qiang Xu |
| 2026 | ACL | SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning. | Lichao Wang, ZhaoXing Ren, Tianzhuo Yang, Jiaming Ji, Chi Harold Liu, Yaodong Yang, Juntao Dai |
| 2026 | CHI | DALL: Data Labeling via Data Programming and Active Learning Enhanced by Large Language Models. | Guozheng Li, Ao Wang, Shaoxiang Wang, Yu Zhang, Pengcheng Cao, Yang Bai, Chi Harold Liu |
| 2025 | CVPR | CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation. | Kai Fang, Anqi Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei |
| 2025 | EMNLP | ForestCast: Open-Ended Event Forecasting with Semantic News Forest. | Zi Yu, Shaoxiang Wang, Guozheng Li, Yu Zhang, Chi Harold Liu |
| 2025 | ICCV | Training-Free Generation of Temporally Consistent Rewards from VLMs. | Yinuo Zhao, Jiale Yuan, Zhiyuan Xu, Xiaoshuai Hao, Xinyi Zhang, Kun Wu, Zhengping Che, Chi Harold Liu, Jian Tang |
| 2025 | INFOCOM | ElasticFed: Collaborative Large-Small Transformer Training for Federated Continual Learning at Edge. | Yunlai Cheng, Rui Han, Qinglong Zhang, Chi Harold Liu |
| 2025 | IROS | HACTS: a Human-As-Copilot Teleoperation System for Robot Learning. | Zhiyuan Xu, Yinuo Zhao, Kun Wu, Ning Liu, Junjie Ji, Zhengping Che, Chi Harold Liu, Jian Tang |
| 2025 | UIST | InReAcTable: LLM-powered Interactive Visual Data Story Construction from Tabular Data. | Gerile Aodeng, Guozheng Li, Yunshan Feng, Qiyang Chen, Yu Zhang, Chi Harold Liu |
| 2025 | UIST | AskTable: LLM-Powered Interactive Visual Data Story Construction from Tables. | Gerile Aodeng, Chenwei Liang, Shaokun Zhang, Yunshan Feng, Qiyang Chen, Guozheng Li, Chi Harold Liu |
| 2024 | KSEM | Weighted Multiple Source-Free Domain Adaptation Ensemble Network in Intelligent Machinery Fault Diagnosis. | Renhu Bu, Shuang Li, Chi Harold Liu |
| 2023 | AAAI | VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions. | Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng |
| 2023 | CVPR | On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer. | Zhenjie Yu, Shuang Li, Yirui Shen, Chi Harold Liu, Shuigen Wang |
| 2023 | ICCV | Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm. | Wenxuan Ma, Shuang Li, Jinming Zhang, Chi Harold Liu, Jingxuan Kang, Yulin Wang, Gao Huang |
| 2023 | ICCV | CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation. | Zekang Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei |
| 2023 | ICDE | Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning. | Yu Wang, Jingfei Wu, Xingyuan Hua, Chi Harold Liu, Guozheng Li, Jianxin Zhao, Ye Yuan, Guoren Wang |
| 2023 | ICDE | Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM (Extended abstract). | Chi Harold Liu, Yu Wang, Chengzhe Piao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu |
| 2023 | ICDE | FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge. | Yaxin Luopan, Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Lydia Y. Chen |
| 2023 | ICDE | Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning. | Yuxiao Ye, Chi Harold Liu, Zipeng Dai, Jianxin Zhao, Ye Yuan, Guoren Wang, Jian Tang |
| 2023 | ICDE | EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge. | Qinglong Zhang, Rui Han, Chi Harold Liu, Guoren Wang, Lydia Y. Chen |
| 2023 | ICLR | Dirichlet-based Uncertainty Calibration for Active Domain Adaptation. | Mixue Xie, Shuang Li, Rui Zhang, Chi Harold Liu |
| 2023 | KDD | HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy. | Hancheng Zhang, Guozheng Li, Chi Harold Liu, Guoren Wang, Jian Tang |
| 2023 | VTC | Evaluating Differential Privacy in Federated Continual Learning. | Junyan Ouyang, Rui Han, Chi Harold Liu |
| 2022 | AAAI | Active Learning for Domain Adaptation: An Energy-Based Approach. | Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang |
| 2022 | AAAI | CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving. | Yinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang, Chi Harold Liu |
| 2022 | CVPR | Causality Inspired Representation Learning for Domain Generalization. | Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu |
| 2022 | CVPR | Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. | Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng |
| 2022 | ECCV | Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation. | Tong Wu, Guangyu Gao, Junshi Huang, Xiaolin Wei, Xiaoming Wei, Chi Harold Liu |
| 2022 | ICDE | Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented and Distributed Multi-Agent Deep Reinforcement Learning. | Yu Wang, Chi Harold Liu, Chengzhe Piao, Ye Yuan, Rui Han, Guoren Wang, Jian Tang |
| 2022 | ICPADS | Automatic Operator Performance Tumng in a Machine Learning System on Edge. | Peng Xu, Xinyu Chang, Jianxin Zhao, Chi Harold Liu |
| 2022 | INFOCOM | AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning. | Zipeng Dai, Chi Harold Liu, Yuxiao Ye, Rui Han, Ye Yuan, Guoren Wang, Jian Tang |
| 2022 | INFOCOM | EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources. | Rui Han, Shilin Wen, Chi Harold Liu, Ye Yuan, Guoren Wang, Lydia Y. Chen |
| 2021 | AAAI | Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation. | Shuang Li, Fangrui Lv, Binhui Xie, Chi Harold Liu, Jian Liang, Chen Qin |
| 2021 | CVPR | MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition. | Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng |
| 2021 | CVPR | Transferable Semantic Augmentation for Domain Adaptation. | Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Wei Li |
| 2021 | CVPR | Dynamic Domain Adaptation for Efficient Inference. | Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li |
| 2021 | CVPR | Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation. | Tong Wu, Junshi Huang, Guangyu Gao, Xiaoming Wei, Xiaolin Wei, Xuan Luo, Chi Harold Liu |
| 2021 | ICCV | Semantic Concentration for Domain Adaptation. | Shuang Li, Mixue Xie, Fangrui Lv, Chi Harold Liu, Jian Liang, Chen Qin, Wei Li |
| 2021 | ICDE | Modeling Citywide Crowd Flows using Attentive Convolutional LSTM. | Chi Harold Liu, Chengzhe Piao, Xiaoxin Ma, Ye Yuan, Jian Tang, Guoren Wang, Kin K. Leung |
| 2021 | ICPADS | Passenger Payment Willingness Prediction by Static and Dynamic Multi-dimensional Ticket Attributes Fusion. | Botong Chang, Jiahe Zhang, Chi Harold Liu |
| 2021 | INFOCOM | Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach. | Zipeng Dai, Hao Wang, Chi Harold Liu, Rui Han, Jian Tang, Guoren Wang |
| 2021 | KDD | Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning. | Hao Wang, Chi Harold Liu, Zipeng Dai, Jian Tang, Guoren Wang |
| 2021 | MOBICOM | LegoDNN: block-grained scaling of deep neural networks for mobile vision. | Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang, Lydia Y. Chen |
| 2020 | AAAI | Domain Conditioned Adaptation Network. | Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang |
| 2020 | ICDE | Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach. | Chi Harold Liu, Yinuo Zhao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu, Kin K. Leung |
| 2020 | INFOCOM | Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach. | Chi Harold Liu, Zipeng Dai, Haoming Yang, Jian Tang |
| 2020 | INFOCOM | Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning. | Chi Harold Liu, Chengzhe Piao, Jian Tang |
| 2018 | INFOCOM | Experience-driven Networking: A Deep Reinforcement Learning based Approach. | Zhiyuan Xu, Jian Tang, Jingsong Meng, Weiyi Zhang, Yanzhi Wang, Chi Harold Liu, Dejun Yang |
| 2017 | WCNC | Ensuring High-Quality Data Collection for Mobile Crowd Sensing. | Hui Gao, Chi Harold Liu, Ye Tian, Teng Xi, Wendong Wang |
| 2016 | DASC | Efficient On/Off-Line Query Pre-processing for Telecom Social Streaming Data. | Cheng Wu, Jigao Fu, Zhen Zhang, Chi Harold Liu |
| 2016 | DASC | ZQL: A Unified Middleware Bridging Both Relational and NoSQL Databases. | Jie Xu, Mengji Shi, Chao-Yuan Chen, Zhen Zhang, Jigao Fu, Chi Harold Liu |
| 2016 | VTC | Robots-Aided Participatory Crowdsourcing with Limited Task Budget. | Bo Zhang, Chi Harold Liu, Zheng Zhang, Ziyu Ren, Jian Ma, Wendong Wang |
| 2015 | HPCC | Maximizing Data Credibility Under Budget Constraint for Participatory Sensing. | Hui Gao, Chi Harold Liu, Wendong Wang, Zhengguo Sheng, Alvin Chin, Ye Tian |
| 2015 | HPCC | Distributed and Real-Time Query Framework for Processing Participatory Sensing Data Streams. | Chi Harold Liu, Zhen Zhang, Yue Huang, Kin K. Leung |
| 2015 | PIMRC | Crowdsourcing energy-efficient participants to ensure quality-of-information. | Bo Zhang, Chi Harold Liu, Ziyu Ren, Jian Ma, Wendong Wang |
| 2015 | UIC | The Future of Smart Dressing Mirror: An Open Innovation Concept Video. | Guangyu Gao, Chenchen Bai, Wei Zheng, Chi Harold Liu |
| 2014 | BigData | Diagnosing Virtualized Hadoop Performance from Benchmark Results: An Exploratory Study. | Jun Fan, Xinhui Li, Chi Harold Liu, Jeffrey Buell, Gavin Lu, Luke Lu |
| 2014 | GLOBECOM | Control traffic protection in software-defined networks. | Yannan Hu, Wendong Wang, Xiangyang Gong, Chi Harold Liu, Xirong Que, Shiduan Cheng |
| 2014 | SECON | QoI-aware energy-efficient participant selection. | Zheng Song, Bo Zhang, Chi Harold Liu, Athanasios V. Vasilakos, Jian Ma, Wendong Wang |
| 2013 | MASS | Adaptive Sampling and Duty Cycling for Smartphone Accelerometer. | Ozgur Yurur, Chi Harold Liu, Xue Liu, Wilfrido Alejandro Moreno |
| 2012 | WCNC | Exploring passenger dynamics and connectivities in Beijing underground via bluetooth networks. | Rina Wu, Yuan Cao, Chi Harold Liu, Pan Hui, Li Li, Erwu Liu |
| 2012 | SENSYS | Towards crowd-aware sensing platform for metropolitan environments. | Saumay Pushp, Chulhong Min, Youngki Lee, Chi Harold Liu, Junehwa Song |
| 2012 | SECON | QoI-aware energy management in Internet-of-Things sensory environments. | Zhanwei Sun, Chi Harold Liu, Chatschik Bisdikian, Joel W. Branch, Bo Yang |
| 2011 | PERCOM | QoI-aware energy management for wireless sensor networks. | Chi Harold Liu, Pan Hui, Joel W. Branch, Bo Yang |
| 2011 | SECON | Efficient network management for context-aware participatory sensing. | Chi Harold Liu, Pan Hui, Joel W. Branch, Chatschik Bisdikian, Bo Yang |
| 2010 | WCNC | Dynamic Control of Data Ferries under Partial Observations. | Chi Harold Liu, Ting He, Kang-Won Lee, Kin K. Leung, Ananthram Swami |
| 2010 | SECON | QoI-Aware Wireless Sensor Network Management for Dynamic Multi-Task Operations. | Chi Harold Liu, Chatschik Bisdikian, Joel W. Branch, Kin K. Leung |
| 2009 | GLOBECOM | Route Capacity Estimation Based Admission Control and QoS Routing for Mesh Networks. | Chi Harold Liu, Athanasios Gkelias, Kin K. Leung |
| 2008 | PIMRC | Connection admission control and grade of service for QoS routing in mesh networks. | Chi Harold Liu, Athanasios Gkelias, Kin K. Leung |
| 2008 | VTC | A Cross-Layer Framework of QoS Routing and Distributed Scheduling for Mesh Networks. | Chi Harold Liu, Athanasios Gkelias, Kin K. Leung |
| 2008 | WiMob | A Distributed Scheduling Algorithm with QoS Provisions in Multi-hop Wireless Mesh Networks. | Chi Harold Liu, Athanasios Gkelias, Yun Hou, Kin K. Leung |