| 2026 | AAAI | Federated Vision-Language-Recommendation with Personalized Fusion. | Zhiwei Li, Guodong Long, Jing Jiang, Chengqi Zhang, Qiang Yang |
| 2026 | AAAI | Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models. | Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang |
| 2026 | AAAI | FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients. | Gongxi Zhu, Hanlin Gu, Lixin Fan, Qiang Yang, Yuxing Han |
| 2026 | ACL | FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion. | Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang |
| 2026 | ACL | Plug-and-Play Data Module for Code RL: Adaptive Ambiguity Replay. | Jianqing Zhang, Wei Xia, Zhezheng Hao, Hong Wang, Hande Dong, Qiang Lin, Yang Liu, Jian Cao, Qiang Yang |
| 2026 | GECCO | A Binary Tuple Encoded Genetic Algorithm for Electric Vehicle Charging Scheduling Optimization. | Zi-Yu Bao, Gong-Wei Song, Qiang Yang, Dan-Ting Duan, Xin Lin, Chengzhi Qu, Zhen-Yu Lu, Jun Zhang |
| 2026 | GECCO | A* Assisted Local Search for Mobile Robot Path Planning. | Yao Wang, Gong-Wei Song, Qiang Yang, Dan-Ting Duan, Pei-Lan Xu, Xin Lin, Zhen-Yu Lu, Jun Zhang |
| 2025 | CHI | SmarTeeth: Augmenting Manual Toothbrushing with In-ear Microphones. | Qiang Yang, Yang Liu, Jake Stuchbury-Wass, Kayla-Jade Butkow, Emeli Panariti, Dong Ma, Cecilia Mascolo |
| 2025 | CIKM | LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity. | Chunyan An, Yuying Huang, Qiang Yang, Siyu Yuan, Zhixu Li |
| 2025 | COLING | FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. | Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang |
| 2025 | CVPR | Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor. | Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang |
| 2025 | DASFAA | Enhancing Chinese Multimodal Entity Linking with CLIP-RoBERTa and Contrastive Learning. | Chun Wang, Chunyan An, Qiang Yang, Zhixu Li |
| 2025 | EMNLP | FedCoT: Federated Chain-of-Thought Distillation for Large Language Models. | Tao Fan, Weijing Chen, Yan Kang, Guoqiang Ma, Hanlin Gu, Yuanfeng Song, Lixin Fan, Qiang Yang |
| 2025 | EMNLP | PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation. | Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Qiang Yang |
| 2025 | EMNLP | Model-based Large Language Model Customization as Service. | Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang |
| 2025 | GECCO | Ant Colony Optimization for Route Planning of Multiple Tourists. | Jun Zheng, Qiang Yang, Dan-Ting Duan, Pei-Lan Xu, Chengzhi Qu, Zhenyu Lu, Jun Zhang |
| 2025 | GECCO | Destination-Oriented Route Construction for Ant Colony Optimization to Solve MinMax Multiple Travelling Salesmen Problems. | Hai-Long Bai, Qiang Yang, Pei-Yan Yuan, Dan-Ting Duan, Tao Li, Dong Liu, Jun Zhang |
| 2025 | GECCO | Multimodal Ant Colony Optimization for Finding Multiple Different Routes for Autonomous Underwater Vehicles. | Ying Chen, Qiang Yang, Dan-Ting Duan, Peilan Xu, Xin Lin, Zhenyu Lu, Jun Zhang |
| 2025 | GECCO | Clustering-Assisted Ant Colony Optimization for Large-Scale Travelling Salesman Problem. | Zhong-Heng Jiang, Qiang Yang, Dan-Ting Duan, Peilan Xu, Chengzhi Qu, Zhenyu Lu, Jun Zhang |
| 2025 | GECCO | Ant Colony Optimization for Tourist Route Planning. | Li-Ting Xu, Qiang Yang, Dan-Ting Duan, Xin Lin, Chengzhi Qu, Zhen-Yu Lu, Jun Zhang |
| 2025 | HPCC | Privacy Preserving Dual Millimetre Wave Radar Based Human Activity Recognition. | Qiang Yang, Katie Zhou, Kevin I-Kai Wang |
| 2025 | ICML | PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs. | Jianqing Zhang, Yang Liu, Jie Fu, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang |
| 2025 | ICPADS | Planning ECMP Paths with Minimal Overlap for Efficient Cross-Host Collective Communications. | Boyang Zhou, Chunming Wu, Qiang Yang, Bing Hu |
| 2025 | IMC | Satellite IoT in Practice: A First Measurement Study on Network Availability, Performance, and Costs. | Wenchang Chai, Jinhong Liu, Ziyue Zhang, Xianjin Xia, Yuanqing Zheng, Ningning Hou, Qiang Yang, Weiwei Chen, Tao Gu |
| 2025 | IECON | P4-IDet: A Programmable Switch-Based Framework for Real-Time and High-Accuracy Traffic Anomaly Detection in ICPSs. | Jiayu Luo, Zhengyan Zhou, Qiaoxiong Tang, Ruohan Chen, Xiang Chen, Di Wang, Xun Zhou, Chao Pei, Yinan Zhang, Wenwen Zhang, Qiang Yang, Wenhai Wang, Haifeng Zhou |
| 2025 | ISSRE | SyzOrch: An Orchestration Framework for Resource-Aware and Composable Kernel Fuzzing. | Lukai Xu, Baosheng Wang, Bo Yu, Boyu Chang, Binbin Zhao, Shouling Ji, Danjun Liu, Lei Zhou, Qiang Yang, Yaojia Yang |
| 2024 | AAAI | Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning. | Dashan Gao, Sheng Wan, Lixin Fan, Xin Yao, Qiang Yang |
| 2024 | CEC | A Bilevel Hybrid Genetic Algorithm for Capacitated Electric Vehicle Routing Problem. | Chang-Tao Feng, Ya-Hui Jia, Qiang Yang, Wei-Neng Chen, Huaiguang Jiang |
| 2024 | DASFAA | AoSE-GCN: Attention-Aware Aggregation Operator for Spatial-Enhanced GCN. | Jiazhen Ye, Chunyan An, Qiang Yang, Zhixu Li |
| 2024 | ECCV | Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning. | Jinglin Liang, Jin Zhong, Hanlin Gu, Zhongqi Lu, Xingxing Tang, Gang Dai, Shuangping Huang, Lixin Fan, Qiang Yang |
| 2024 | GECCO | Evolutionary Algorithm with Cross-Generation Environmental Selection for Traveling Salesman Problem. | Zi Yang Bo, Qiang Yang, Ya-Hui Jia, Xu Dong Gao, Zhen-Yu Lu, Jun Zhang |
| 2024 | GECCO | Adapted Ant Colony Optimization for Large-Scale Orienteering Problem. | Deming Wu, Qiang Yang, Changjun Zhou, Zhonglong Zheng, Jun Zhang |
| 2024 | GLOBECOM | SCFuzz: Complexity Aware State Selection Algorithm for Network Protocol Fuzzing. | Yeqi Mou, Baosheng Wang, Bo Yu, Qiang Yang |
| 2024 | HIC | BrushBuds: Toothbrushing Tracking Using Earphone IMUs. | Qiang Yang, Yang Liu, Jake Stuchbury-Wass, Kayla-Jade Butkow, Dong Ma, Cecilia Mascolo |
| 2024 | HPCC | ADCC: AoI-aware Decentralized Congestion Control in Cooperative Perception System. | Ke Li, Zhiyuan Zhao, Haojun Huang, Shouxi Luo, Huanlai Xing, Qiang Yang |
| 2024 | HPCC | Enabling Source Hosts to Precisely Select Paths via ECMP Hash Linearity in Data Center Networks. | Boyang Zhou, Chunming Wu, Qiang Yang |
| 2024 | ICASSP | Think as People: Context-Driven Multi-Image News Captioning with Adaptive Dual Attention. | Qiang Yang, Xiaodong Wu, Xiuying Chen, Xin Gao, Xiangliang Zhang |
| 2024 | ICASSP | Learn to Cluster Faces with Better Subgraphs. | Yuan Cao, Di Jiang, Guanqun Hou, Fan Deng, Xinjia Chen, Qiang Yang |
| 2024 | ICASSP | A Property-Guided Diffusion Model For Generating Molecular Graphs. | Changsheng Ma, Taicheng Guo, Qiang Yang, Xiuying Chen, Xin Gao, Shangsong Liang, Nitesh V. Chawla, Xiangliang Zhang |
| 2024 | ICDCS | Byzantine Robust Aggregation in Federated Distillation with Adversaries. | Wenrui Li, Hanlin Gu, Sheng Wan, Zhirong Luan, Wei Xi, Lixin Fan, Qiang Yang, Badong Chen |
| 2024 | ICDE | Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare. | Qian Chen, Yiqiang Chen, Bingjie Yan, Xinlong Jiang, Xiaojin Zhang, Yan Kang, Teng Zhang, Wuliang Huang, Chenlong Gao, Lixin Fan, Qiang Yang |
| 2024 | ICDM | The Chain of Narrative Framework: Advancing Controllable Generation of Financial Themes. | Shuoling Liu, Gaoguo Jia, Dongsheng Gu, Liyuan Chen, Qiang Yang |
| 2024 | ICML | The Good, The Bad, and Why: Unveiling Emotions in Generative AI. | Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie |
| 2024 | IJCAI | A Survey on Cross-Domain Sequential Recommendation. | Shu Chen, Zitao Xu, Weike Pan, Qiang Yang, Zhong Ming |
| 2024 | IJCAI | Unlearning during Learning: An Efficient Federated Machine Unlearning Method. | Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang |
| 2024 | INFOCOM | Neural Enhanced Underwater SOS Detection. | Qiang Yang, Yuanqing Zheng |
| 2024 | ICWS | How "Like-minded Peers" Enhanced Session-Based Social Recommendation. | Yunhan Li, Chunyan An, Qiang Yang, Winston K. G. Seah, Conghao Yang |
| 2024 | ICWS | FuzzFabric: A Scalable Grey-box Fuzzing Framework for Polymorphic Network Services. | Bo Yu, Lei Zhou, Chengnuo Cai, Qiang Yang, Yaojia Yang, Runhao Liu, Lei Luo, Wenyu Long, Lianghua Gong |
| 2024 | KDD | HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning. | Zhuoning Guo, Duanyi Yao, Qiang Yang, Hao Liu |
| 2024 | KDD | The 13th International Workshop on Urban Computing. | Yuxuan Liang, Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2023 | AAAI | Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator. | Qiannan Zhang, Shichao Pei, Qiang Yang, Chuxu Zhang, Nitesh V. Chawla, Xiangliang Zhang |
| 2023 | COMSNETS | Fast Proactive Re-Route with Detours on Joint Paths in Named-Data Networks for Communications of Smart Electric Power Transmission Grids. | Boyang Zhou, Zhen Zhu, Yinghui Nie, Xiang Chen, Bingjing Yan, Qiang Yang, Chunming Wu |
| 2023 | GECCO | Variation Encoded Large-Scale Swarm Optimizers for Path Planning of Unmanned Aerial Vehicle. | Tan-Lin Xiao, Qiang Yang, Xu-Dong Gao, Yuan-Yuan Ma, Zhenyu Lu, Sang-Woon Jeon, Jun Zhang |
| 2023 | GLOBECOM | Firm VEA: Vulnerability Discovery Optimisation for IoT Firmware via Version Evolution Analysis. | Bo Yu, Ying Zhang, Yongyi Zhang, Qiang Yang |
| 2023 | ICDE | Distribution-Regularized Federated Learning on Non-IID Data. | Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang |
| 2023 | IJCAI | FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation. | Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang |
| 2023 | INFOCOM | VoShield: Voice Liveness Detection with Sound Field Dynamics. | Qiang Yang, Kaiyan Cui, Yuanqing Zheng |
| 2023 | KDD | Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation. | Qiang Yang, Changsheng Ma, Qiannan Zhang, Xin Gao, Chuxu Zhang, Xiangliang Zhang |
| 2023 | KDD | Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. | Yilun Jin, Kai Chen, Qiang Yang |
| 2023 | KDD | The 12th International Workshop on Urban Computing. | Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2022 | AAAI | Contribution-Aware Federated Learning for Smart Healthcare. | Zelei Liu, Yuanyuan Chen, Yansong Zhao, Han Yu, Yang Liu, Renyi Bao, Jinpeng Jiang, Zaiqing Nie, Qian Xu, Qiang Yang |
| 2022 | CIKM | DEMO: Disentangled Molecular Graph Generation via an Invertible Flow Model. | Changsheng Ma, Qiang Yang, Xin Gao, Xiangliang Zhang |
| 2022 | CIKM | Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies. | Yinghua Zhang, Yangqiu Song, Kun Bai, Qiang Yang |
| 2022 | FAW | A Mechanism Design Approach for Multi-party Machine Learning. | Mengjing Chen, Yang Liu, Weiran Shen, Yiheng Shen, Pingzhong Tang, Qiang Yang |
| 2022 | GECCO | Ant colony optimization with shortest distance biased dispatch for visiting constrained multiple traveling salesmen problem. | Cong Bao, Qiang Yang, Xu-Dong Gao, Zhenyu Lu, Jun Zhang |
| 2022 | GECCO | A layered learning estimation of distribution algorithm. | Yong Li, Qiang Yang, Xu-Dong Gao, Zhenyu Lu, Jun Zhang |
| 2022 | ICML | Frustratingly Easy Transferability Estimation. | Long-Kai Huang, Junzhou Huang, Yu Rong, Qiang Yang, Ying Wei |
| 2022 | IJCAI | On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration. | Di Jiang, Yuan Cao, Qiang Yang |
| 2022 | IJCAI | FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning. | Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Lixin Fan, Rong Pan, Qiang Yang |
| 2022 | IJCAI | Practical and Secure Federated Recommendation with Personalized Mask. | Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang |
| 2022 | INFOCOM | DeepEar: Sound Localization with Binaural Microphones. | Qiang Yang, Yuanqing Zheng |
| 2022 | KDD | Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. | Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang |
| 2022 | KDD | Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. | Yilun Jin, Kai Chen, Qiang Yang |
| 2022 | KDD | The 11th International Workshop on Urban Computing. | Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2021 | AAAI | A Health-friendly Speaker Verification System Supporting Mask Wearing. | Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Chen Jason Zhang, Qian Xu, Lixin Fan, Qiang Yang |
| 2021 | AsiaCCS | ARGUS: Assessing Unpatched Vulnerable Devices on the Internet via Efficient Firmware Recognition. | Wei Xie, Chao Zhang, Pengfei Wang, Zhenhua Wang, Qiang Yang |
| 2021 | CIKM | SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary. | Jiaan Wang, Zhixu Li, Qiang Yang, Jianfeng Qu, Zhigang Chen, Qingsheng Liu, Guoping Hu |
| 2021 | CIKM | QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction. | Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang |
| 2021 | CVPR | Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks. | Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang |
| 2021 | DASFAA | Attention-Based Multimodal Entity Linking with High-Quality Images. | Li Zhang, Zhixu Li, Qiang Yang |
| 2021 | EACL | TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation. | Guangneng Hu, Qiang Yang |
| 2020 | AAAI | FedVision: An Online Visual Object Detection Platform Powered by Federated Learning. | Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang |
| 2020 | AIES | A Fairness-aware Incentive Scheme for Federated Learning. | Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang |
| 2020 | APWEB | Tail Entity Recognition and Linking for Knowledge Graphs. | Dalei Zhang, Qiang Yang, Zhixu Li, Junhua Fang, Ying He, Xin Zheng, Zhigang Chen |
| 2020 | CEC | An Adaptive Memetic P System to Solve the 0/1 Knapsack Problem. | Jianping Dong, Haina Rong, Ferrante Neri, Qiang Yang, Ming Zhu, Gexiang Zhang |
| 2020 | CIKM | Cooperative Multi-Agent Reinforcement Learning in Express System. | Yexin Li, Yu Zheng, Qiang Yang |
| 2020 | DASFAA | MemTimes: Temporal Scoping of Facts with Memory Network. | Siyuan Cao, Qiang Yang, Zhixu Li, Guanfeng Liu, Detian Zhang, Jiajie Xu |
| 2020 | ECAI | RPN: A Residual Pooling Network for Efficient Federated Learning. | Anbu Huang, Yuanyuan Chen, Yang Liu, Tianjian Chen, Qiang Yang |
| 2020 | EMNLP | PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation. | Guangneng Hu, Qiang Yang |
| 2020 | EMNLP | Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages. | Zheng Li, Mukul Kumar, William Headden, Bing Yin, Ying Wei, Yu Zhang, Qiang Yang |
| 2020 | IJCAI | A Multi-player Game for Studying Federated Learning Incentive Schemes. | Kang Loon Ng, Zichen Chen, Zelei Liu, Han Yu, Yang Liu, Qiang Yang |
| 2020 | IJCAI | A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition. | Conghui Tan, Di Jiang, Jinhua Peng, Xueyang Wu, Qian Xu, Qiang Yang |
| 2020 | IRI | Ultra Wideband Indoor Positioning System based on Artificial Intelligence Techniques. | Long Cheng, Zhaoqi Wu, Bo Lai, Qiang Yang, Anguo Zhao, Yuanting Wang |
| 2020 | IWCMC | A Vertical Handover Algorithm Based on Velocity Pre-decision and Fuzzy Logic for Heterogeneous Private Network. | Chenguang He, Qiang Yang, Shuai Han, Shouming Wei |
| 2020 | KDD | Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys. | Rishabh Mehrotra, Ben Carterette, Yong Li, Quanming Yao, Chen Gao, James T. Kwok, Qiang Yang, Isabelle Guyon |
| 2019 | AAAI | Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. | Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu |
| 2019 | AAAI | Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion. | Yi-Qi Hu, Yang Yu, Wei-Wei Tu, Qiang Yang, Yuqiang Chen, Wenyuan Dai |
| 2019 | AAAI | Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes. | Zelei Liu, Han Yu, Leye Wang, Liang Hu, Qiang Yang |
| 2019 | APWEB | An Unsupervised Learning Approach for NER Based on Online Encyclopedia. | Maolong Li, Qiang Yang, Fuzhen He, Zhixu Li, Pengpeng Zhao, Lei Zhao, Zhigang Chen |
| 2019 | APWEB | DeepAM: Deep Semantic Address Representation for Address Matching. | Shuangli Shan, Zhixu Li, Qiang Yang, An Liu, Jiajie Xu, Zhigang Chen |
| 2019 | CIKM | Federated Topic Modeling. | Di Jiang, Yuanfeng Song, Yongxin Tong, Xueyang Wu, Weiwei Zhao, Qian Xu, Qiang Yang |
| 2019 | CoDIT | Hotspots Infrared detection of photovoltaic modules based on Hough line transformation and Faster-RCNN approach. | Shuoquan Wei, Xiaoxia Li, Shihao Ding, Qiang Yang, Wenjun Yan |
| 2019 | CVPR | Learning to Transfer Examples for Partial Domain Adaptation. | Zhangjie Cao, Kaichao You, Mingsheng Long, Jianmin Wang, Qiang Yang |
| 2019 | CVPR | Separate to Adapt: Open Set Domain Adaptation via Progressive Separation. | Hong Liu, Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang |
| 2019 | DASFAA | Unsupervised Entity Alignment Using Attribute Triples and Relation Triples. | Fuzhen He, Zhixu Li, Qiang Yang, An Liu, Guanfeng Liu, Pengpeng Zhao, Lei Zhao, Min Zhang, Zhigang Chen |
| 2019 | EMNLP | Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning. | Zheng Li, Xin Li, Ying Wei, Lidong Bing, Yu Zhang, Qiang Yang |
| 2019 | EMNLP | Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech. | Yuanfeng Song, Di Jiang, Weiwei Zhao, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang |
| 2019 | ICDCS | EchoWrite: An Acoustic-based Finger Input System Without Training. | Yongpan Zou, Qiang Yang, Rukhsana Ruby, Yetong Han, Sicheng Wu, Mo Li, Kaishun Wu |
| 2019 | ICDE | WebPut: A Web-Aided Data Imputation System for the General Type of Missing String Attribute Values. | Shuangli Shan, Zhixu Li, Yang Li, Qiang Yang, Jia Zhu, Mohamed A. Sharaf, Xiaofang Zhou |
| 2019 | IJCAI | Fair and Explainable Dynamic Engagement of Crowd Workers. | Han Yu, Yang Liu, Xiguang Wei, Chuyu Zheng, Tianjian Chen, Qiang Yang, Xiong Peng |
| 2019 | IJCAI | Cross-City Transfer Learning for Deep Spatio-Temporal Prediction. | Leye Wang, Xu Geng, Xiaojuan Ma, Feng Liu, Qiang Yang |
| 2019 | IJCAI | Multi-Agent Visualization for Explaining Federated Learning. | Xiguang Wei, Quan Li, Yang Liu, Han Yu, Tianjian Chen, Qiang Yang |
| 2019 | IJCAI | Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction. | Quanming Yao, Xiawei Guo, James T. Kwok, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang |
| 2019 | Interspeech | Topic-Aware Dialogue Speech Recognition with Transfer Learning. | Yuanfeng Song, Di Jiang, Xueyang Wu, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang |
| 2019 | KDD | Efficient and Effective Express via Contextual Cooperative Reinforcement Learning. | Yexin Li, Yu Zheng, Qiang Yang |
| 2019 | KDD | AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications. | Yuanfei Luo, Mengshuo Wang, Hao Zhou, Quanming Yao, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang |
| 2018 | AAAI | Transferable Contextual Bandit for Cross-Domain Recommendation. | Bo Liu, Ying Wei, Yu Zhang, Zhixian Yan, Qiang Yang |
| 2018 | AAAI | Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification. | Zheng Li, Ying Wei, Yu Zhang, Qiang Yang |
| 2018 | AAAI | Personalizing a Dialogue System With Transfer Reinforcement Learning. | Kaixiang Mo, Yu Zhang, Shuangyin Li, Jiajun Li, Qiang Yang |
| 2018 | AAAI | SmartHS: An AI Platform for Improving Government Service Provision. | Yongqing Zheng, Han Yu, Lizhen Cui, Chunyan Miao, Cyril Leung, Qiang Yang |
| 2018 | CIKM | CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. | Guangneng Hu, Yu Zhang, Qiang Yang |
| 2018 | HCI | Opportunistic Work-Rest Scheduling for Productive Aging. | Han Yu, Chunyan Miao, Lizhen Cui, Yiqiang Chen, Simon Fauvel, Qiang Yang |
| 2018 | ICANN | Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. | Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang |
| 2018 | ICML | Transfer Learning via Learning to Transfer. | Ying Wei, Yu Zhang, Junzhou Huang, Qiang Yang |
| 2018 | IJCAI | Building Ethics into Artificial Intelligence. | Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Victor R. Lesser, Qiang Yang |
| 2018 | KDD | CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. | Guangneng Hu, Yu Zhang, Qiang Yang |
| 2018 | KDD | Dynamic Bike Reposition: A Spatio-Temporal Reinforcement Learning Approach. | Yexin Li, Yu Zheng, Qiang Yang |
| 2017 | AAAI | Transitive Hashing Network for Heterogeneous Multimedia Retrieval. | Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang |
| 2017 | AAAI | Distant Domain Transfer Learning. | Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang |
| 2017 | AAAI | Learning Sparse Task Relations in Multi-Task Learning. | Yu Zhang, Qiang Yang |
| 2017 | ACISP | A New Malware Classification Approach Based on Malware Dynamic Analysis. | Ying Fang, Bo Yu, Yong Tang, Liu Liu, Zexin Lu, Yi Wang, Qiang Yang |
| 2017 | CIKM | When Deep Learning Meets Transfer Learning. | Qiang Yang |
| 2017 | IJCAI | Deep Neural Networks for High Dimension, Low Sample Size Data. | Bo Liu, Ying Wei, Yu Zhang, Qiang Yang |
| 2017 | IJCAI | Understanding How Feature Structure Transfers in Transfer Learning. | Tongliang Liu, Qiang Yang, Dacheng Tao |
| 2017 | IJCAI | End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification. | Zheng Li, Yu Zhang, Ying Wei, Yuxiang Wu, Qiang Yang |
| 2017 | ICSOC | Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing. | Hongyue Wu, Shuiguang Deng, Wei Li, Jianwei Yin, Qiang Yang, Zhaohui Wu, Albert Y. Zomaya |
| 2017 | ISPEC | Matching Function-Call Graph of Binary Codes and Its Applications (Short Paper). | Yong Tang, Yi Wang, Shuning Wei, Bo Yu, Qiang Yang |
| 2016 | AAAI | Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning. | Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang |
| 2016 | AAAI | Infusing Human Factors into Algorithmic Crowdsourcing. | Han Yu, Chunyan Miao, Zhiqi Shen, Jun Lin, Cyril Leung, Qiang Yang |
| 2016 | AAAI | Multi-Domain Active Learning for Recommendation. | Zihan Zhang, Xiaoming Jin, Lianghao Li, Guiguang Ding, Qiang Yang |
| 2016 | CEC | A random-based dynamic grouping strategy for large scale multi-objective optimization. | An Song, Qiang Yang, Wei-Neng Chen, Jun Zhang |
| 2016 | CEC | Multiple parents guided differential evolution for large scale optimization. | Qiang Yang, Han-Yu Xie, Wei-Neng Chen, Jun Zhang |
| 2016 | DASFAA | CTextEM: Using Consolidated Textual Data for Entity Matching. | Qiang Yang, Zhixu Li, Binbin Gu, An Liu, Guanfeng Liu, Pengpeng Zhao, Lei Zhao |
| 2016 | IJCAI | Collaborative Evolution for User Profiling in Recommender Systems. | Zhongqi Lu, Sinno Jialin Pan, Yong Li, Jie Jiang, Qiang Yang |
| 2016 | IJCAI | Matrix Factorization+ for Movie Recommendation. | Lili Zhao, Zhongqi Lu, Sinno Jialin Pan, Qiang Yang |
| 2016 | KDD | Deep Visual-Semantic Hashing for Cross-Modal Retrieval. | Yue Cao, Mingsheng Long, Jianmin Wang, Qiang Yang, Philip S. Yu |
| 2016 | KDD | City-Scale Map Creation and Updating using GPS Collections. | Chen Chen, Cewu Lu, Qixing Huang, Qiang Yang, Dimitrios Gunopulos, Leonidas J. Guibas |
| 2015 | AAAI | Content-Based Collaborative Filtering for News Topic Recommendation. | Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang |
| 2015 | AAAI | Spectral Label Refinement for Noisy and Missing Text Labels. | Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang |
| 2015 | AAAI | RAIN: Social Role-Aware Information Diffusion. | Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang |
| 2015 | AAAI | Efficient Task Sub-Delegation for Crowdsourcing. | Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang |
| 2015 | APWEB | HouseIn: A Housing Rental Platform with Non-redundant Information Integrated from Multiple Sources. | Jian Zhou, Zhixu Li, Qiang Yang, Jun Jiang, Jia Zhu, An Liu, Guanfeng Liu, Lei Zhao |
| 2015 | CIKM | Sampling Big Trajectory Data. | Yanhua Li, Chi-Yin Chow, Ke Deng, Mingxuan Yuan, Jia Zeng, Jia-Dong Zhang, Qiang Yang, Zhi-Li Zhang |
| 2015 | IJCAI | Quantized Correlation Hashing for Fast Cross-Modal Search. | Botong Wu, Qiang Yang, Wei-Shi Zheng, Yizhou Wang, Jingdong Wang |
| 2015 | IPCCC | Energy cost minimization via intelligent temporal and spatial resource allocation in green heterogeneous cellular networks. | Qiang Yang, Bang Wang |
| 2015 | KDD | Preface. | Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu |
| 2014 | AAAI | Source Free Transfer Learning for Text Classification. | Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang |
| 2014 | DATE | A fault detection mechanism in a Data-flow scheduled Multithreaded processor. | Jian Fu, Qiang Yang, Raphael Poss, Chris R. Jesshope, Chunyuan Zhang |
| 2014 | HPCA | BigDataBench: A big data benchmark suite from internet services. | Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu |
| 2014 | KDD | Preface. | Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu |
| 2014 | KDD | Temporal skeletonization on sequential data: patterns, categorization, and visualization. | Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang |
| 2013 | AAAI | Active Transfer Learning for Cross-System Recommendation. | Lili Zhao, Sinno Jialin Pan, Evan Wei Xiang, Erheng Zhong, Zhongqi Lu, Qiang Yang |
| 2013 | CIKM | Predicting user activity level in social networks. | Yin Zhu, Erheng Zhong, Sinno Jialin Pan, Xiao Wang, Minzhe Zhou, Qiang Yang |
| 2013 | ICML | General Functional Matrix Factorization Using Gradient Boosting. | Tianqi Chen, Hang Li, Qiang Yang, Yong Yu |
| 2013 | ICML | Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels. | Kai Zhang, Vincent Wenchen Zheng, Qiaojun Wang, James Tin-Yau Kwok, Qiang Yang, Ivan Marsic |
| 2013 | IJCAI | Online Hashing. | Long-Kai Huang, Qiang Yang, Wei-Shi Zheng |
| 2013 | IJCAI | Smart Hashing Update for Fast Response. | Qiang Yang, Long-Kai Huang, Wei-Shi Zheng, Yingbiao Ling |
| 2013 | KDD | Cross-task crowdsourcing. | Kaixiang Mo, Erheng Zhong, Qiang Yang |
| 2012 | AAAI | Transfer Learning with Graph Co-Regularization. | Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang |
| 2012 | AAAI | Transfer Learning in Collaborative Filtering with Uncertain Ratings. | Weike Pan, Evan Wei Xiang, Qiang Yang |
| 2012 | AAAI | A Mouse-Trajectory Based Model for Predicting Query-URL Relevance. | Hengjie Song, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang |
| 2012 | AAAI | Discovering Spammers in Social Networks. | Yin Zhu, Xiao Wang, Erheng Zhong, Nathan Nan Liu, He Li, Qiang Yang |
| 2012 | ACL | Cross-Domain Co-Extraction of Sentiment and Topic Lexicons. | Fangtao Li, Sinno Jialin Pan, Ou Jin, Qiang Yang, Xiaoyan Zhu |
| 2012 | CIKM | Social contextual recommendation. | Meng Jiang, Peng Cui, Rui Liu, Qiang Yang, Fei Wang, Wenwu Zhu, Shiqiang Yang |
| 2012 | CIKM | Social recommendation across multiple relational domains. | Meng Jiang, Peng Cui, Fei Wang, Qiang Yang, Wenwu Zhu, Shiqiang Yang |
| 2012 | DSD | Apple-CORE: Microgrids of SVP Cores - Flexible, General-Purpose, Fine-Grained Hardware Concurrency Management. | Raphael Poss, Mike Lankamp, Qiang Yang, Jian Fu, Michiel W. van Tol, Chris R. Jesshope |
| 2011 | AAAI | A Whole Page Click Model to Better Interpret Search Engine Click Data. | Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang |
| 2011 | AAAI | Active Dual Collaborative Filtering with Both Item and Attribute Feedback. | Luheng He, Nathan Nan Liu, Qiang Yang |
| 2011 | AAAI | Transfer Learning by Structural Analogy. | Hua-Yan Wang, Qiang Yang |
| 2011 | AAAI | Heterogeneous Transfer Learning for Image Classification. | Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang |
| 2011 | CIKM | Transferring topical knowledge from auxiliary long texts for short text clustering. | Ou Jin, Nathan Nan Liu, Kai Zhao, Yong Yu, Qiang Yang |
| 2011 | ICDM | Characterizing Inverse Time Dependency in Multi-class Learning. | Danqi Chen, Weizhu Chen, Qiang Yang |
| 2011 | IJCAI | Distance Metric Learning under Covariate Shift. | Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang |
| 2011 | IJCAI | Transfer Learning for Activity Recognition via Sensor Mapping. | Derek Hao Hu, Qiang Yang |
| 2011 | IJCAI | Incorporating Reviewer and Product Information for Review Rating Prediction. | Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, Xiaoyan Zhu |
| 2011 | IJCAI | Transfer Learning to Predict Missing Ratings via Heterogeneous User Feedbacks. | Weike Pan, Nathan Nan Liu, Evan Wei Xiang, Qiang Yang |
| 2011 | IJCAI | Source-Selection-Free Transfer Learning. | Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su, Qiang Yang |
| 2011 | IJCAI | User-Dependent Aspect Model for Collaborative Activity Recognition. | Vincent Wenchen Zheng, Qiang Yang |
| 2010 | AAAI | Adaptive Transfer Learning. | Bin Cao, Sinno Jialin Pan, Yu Zhang, Dit-Yan Yeung, Qiang Yang |
| 2010 | AAAI | Clickthrough Log Analysis by Collaborative Ranking. | Bin Cao, Dou Shen, Kuansan Wang, Qiang Yang |
| 2010 | AAAI | Visual Contextual Advertising: Bringing Textual Advertisements to Images. | Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang |
| 2010 | AAAI | Transfer Learning in Collaborative Filtering for Sparsity Reduction. | Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Yang |
| 2010 | AAAI | Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach. | Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang |
| 2010 | CCS | Relational network-service clustering analysis with set evidences. | Li Pu, Boi Faltings, Qiang Yang, Derek Hao Hu |
| 2010 | CIBCB | Predicting chemical activities from structures by attributed molecular graph classification. | Qian Xu, Derek Hao Hu, Hong Xue, Qiang Yang |
| 2010 | CIKM | An effective approach for mining mobile user habits. | Huanhuan Cao, Tengfei Bao, Qiang Yang, Enhong Chen, Jilei Tian |
| 2010 | CIKM | Unifying explicit and implicit feedback for collaborative filtering. | Nathan Nan Liu, Evan Wei Xiang, Min Zhao, Qiang Yang |
| 2010 | GLOBECOM | Mapping Multicast Service-Oriented Virtual Networks with Delay and Delay Variation Constraints. | Min Zhang, Chunming Wu, Ming Jiang, Qiang Yang |
| 2010 | ICIP | Spread E, F layer ionospheric clutter identification in range-Doppler map for HFSWR. | Yang Li, Ning Zhang, Qiang Yang |
| 2010 | ICML | Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains. | Bin Cao, Nathan Nan Liu, Qiang Yang |
| 2009 | ACL | Heterogeneous Transfer Learning for Image Clustering via the SocialWeb. | Qiang Yang, Yuqiang Chen, Gui-Rong Xue, Wenyuan Dai, Yong Yu |
| 2009 | ACML | Context-Aware Online Commercial Intention Detection. | Derek Hao Hu, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen |
| 2009 | ACML | Transfer Learning beyond Text Classification. | Qiang Yang |
| 2009 | CIKM | PQC: personalized query classification. | Bin Cao, Jian-Tao Sun, Evan Wei Xiang, Derek Hao Hu, Qiang Yang, Zheng Chen |
| 2009 | CIKM | Probabilistic latent preference analysis for collaborative filtering. | Nathan Nan Liu, Min Zhao, Qiang Yang |
| 2009 | CIKM | Exploiting term relationship to boost text classification. | Dou Shen, Jianmin Wu, Bin Cao, Jian-Tao Sun, Qiang Yang, Zheng Chen, Ying Li |
| 2009 | ICCBR | Constraint-Based Case-Based Planning Using Weighted MAX-SAT. | Hankui Zhuo, Qiang Yang, Lei Li |
| 2009 | ICDM | Knowledge Transfer among Heterogeneous Information Networks. | Evan Wei Xiang, Nathan Nan Liu, Sinno Jialin Pan, Qiang Yang |
| 2009 | ICDM | Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. | Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen |
| 2009 | ICML | EigenTransfer: a unified framework for transfer learning. | Wenyuan Dai, Ou Jin, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2009 | ICML | Transfer learning for collaborative filtering via a rating-matrix generative model. | Bin Li, Qiang Yang, Xiangyang Xue |
| 2009 | IJCAI | Abnormal Activity Recognition Based on HDP-HMM Models. | Derek Hao Hu, Xian-Xing Zhang, Jie Yin, Vincent Wenchen Zheng, Qiang Yang |
| 2009 | IJCAI | Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction. | Bin Li, Qiang Yang, Xiangyang Xue |
| 2009 | IJCAI | Domain Adaptation via Transfer Component Analysis. | Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang |
| 2009 | IJCAI | Activity Recognition: Linking Low-level Sensors to High-level Intelligence. | Qiang Yang |
| 2009 | IJCAI | Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields. | Jie Yin, Derek Hao Hu, Qiang Yang |
| 2009 | IJCAI | Learning HTN Method Preconditions and Action Models from Partial Observations. | Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muoz-Avila |
| 2009 | INDIN | A communication system architecture for regional control of power distribution networks. | Qiang Yang, Javier A. Barria, Carlos A. Hernandez Aramburo |
| 2008 | AAAI | Mining Translations of Web Queries from Web Click-through Data. | Rong Hu, Weizhu Chen, Jian Hu, Yansheng Lu, Zheng Chen, Qiang Yang |
| 2008 | AAAI | CIGAR: Concurrent and Interleaving Goal and Activity Recognition. | Derek Hao Hu, Qiang Yang |
| 2008 | AAAI | Transfer Learning via Dimensionality Reduction. | Sinno Jialin Pan, James T. Kwok, Qiang Yang |
| 2008 | AAAI | Transferring Localization Models across Space. | Sinno Jialin Pan, Dou Shen, Qiang Yang, James T. Kwok |
| 2008 | AAAI | Constraint Projections for Ensemble Learning. | Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou, Qiang Yang |
| 2008 | AAAI | Transferring Multi-device Localization Models using Latent Multi-task Learning. | Vincent Wenchen Zheng, Sinno Jialin Pan, Qiang Yang, Jeffrey Junfeng Pan |
| 2008 | AAAI | Transferring Localization Models over Time. | Vincent Wenchen Zheng, Evan Wei Xiang, Qiang Yang, Dou Shen |
| 2008 | ADMA | An Introduction to Transfer Learning. | Qiang Yang |
| 2008 | ICDM | One-Class Collaborative Filtering. | Rong Pan, Yunhong Zhou, Bin Cao, Nathan Nan Liu, Rajan M. Lukose, Martin Scholz, Qiang Yang |
| 2008 | ICDM | TOFA: Trace Oriented Feature Analysis in Text Categorization. | Jun Yan, Ning Liu, Qiang Yang, Weiguo Fan, Zheng Chen |
| 2008 | ICML | Self-taught clustering. | Wenyuan Dai, Qiang Yang, Gui-Rong Xue, Yong Yu |
| 2008 | ICML | Dirichlet component analysis: feature extraction for compositional data. | Hua-Yan Wang, Qiang Yang, Hong Qin, Hongbin Zha |
| 2008 | ICML | Adaptive p-posterior mixture-model kernels for multiple instance learning. | Hua-Yan Wang, Qiang Yang, Hongbin Zha |
| 2008 | ISKE | Learning and acting through sensors. | Qiang Yang |
| 2008 | ISKE | Cognitive detector: A new architecture for target detection and tracking in complex environment. | Yang Li, Ning Zhang, Qiang Yang |
| 2008 | ISNN | Structural Support Vector Machine. | Hui Xue, Songcan Chen, Qiang Yang |
| 2008 | KDD | Spectral domain-transfer learning. | Xiao Ling, Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2007 | AAAI | Transferring Naive Bayes Classifiers for Text Classification. | Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2007 | AAAI | Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning. | Sinno Jialin Pan, James T. Kwok, Qiang Yang, Jeffrey Junfeng Pan |
| 2007 | AAAI | Online Co-Localization in Indoor Wireless Networks by Dimension Reduction. | Jeffrey Junfeng Pan, Qiang Yang, Sinno Jialin Pan |
| 2007 | AAAI | Mining Web Query Hierarchies from Clickthrough Data. | Dou Shen, Min Qin, Weizhu Chen, Qiang Yang, Zheng Chen |
| 2007 | AAAI | Semi-Supervised Learning with Very Few Labeled Training Examples. | Zhi-Hua Zhou, De-Chuan Zhan, Qiang Yang |
| 2007 | ICDM | Document Transformation for Multi-label Feature Selection in Text Categorization. | Weizhu Chen, Jun Yan, Benyu Zhang, Zheng Chen, Qiang Yang |
| 2007 | ICML | Feature selection in a kernel space. | Bin Cao, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen |
| 2007 | ICML | Boosting for transfer learning. | Wenyuan Dai, Qiang Yang, Gui-Rong Xue, Yong Yu |
| 2007 | IJCAI | Detect and Track Latent Factors with Online Nonnegative Matrix Factorization. | Bin Cao, Dou Shen, Jian-Tao Sun, Xuanhui Wang, Qiang Yang, Zheng Chen |
| 2007 | IJCAI | Co-Localization from Labeled and Unlabeled Data Using Graph Laplacian. | Jeffrey Junfeng Pan, Qiang Yang |
| 2007 | IJCAI | Document Summarization Using Conditional Random Fields. | Dou Shen, Jian-Tao Sun, Hua Li, Qiang Yang, Zheng Chen |
| 2007 | KDD | Co-clustering based classification for out-of-domain documents. | Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2006 | AAAI | A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking. | Jeffrey Junfeng Pan, Qiang Yang, Hong Chang, Dit-Yan Yeung |
| 2006 | CIKM | Text classification improved through multigram models. | Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen |
| 2006 | ICDE | Text Classification Improved through Automatically Extracted Sequences. | Dou Shen, Jian-Tao Sun, Qiang Yang, Hui Zhao, Zheng Chen |
| 2006 | ICDM | Diverse Topic Phrase Extraction through Latent Semantic Analysis. | Jilin Chen, Jun Yan, Benyu Zhang, Qiang Yang, Zheng Chen |
| 2006 | ICDM | Adding Semantics to Email Clustering. | Hua Li, Dou Shen, Benyu Zhang, Zheng Chen, Qiang Yang |
| 2006 | ICDM | Latent Friend Mining from Blog Data. | Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen |
| 2006 | ICDM | A Novel Scalable Algorithm for Supervised Subspace Learning. | Jun Yan, Ning Liu, Benyu Zhang, Qiang Yang, Shuicheng Yan, Zheng Chen |
| 2005 | AAAI | Multiple-Goal Recognition from Low-Level Signals. | Xiaoyong Chai, Qiang Yang |
| 2005 | AAAI | Competence Driven Case-Base Mining. | Rong Pan, Qiang Yang, Jeffrey Junfeng Pan, Lei Li |
| 2005 | AAAI | Activity Recognition through Goal-Based Segmentation. | Jie Yin, Dou Shen, Qiang Yang, Ze-Nian Li |
| 2005 | APWEB | Mining Quantitative Associations in Large Database. | Chenyong Hu, Yongji Wang, Benyu Zhang, Qiang Yang, Qing Wang, Jinhui Zhou, Ran He, Yun Yan |
| 2005 | APWEB | An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. | Jun Yan, QianSheng Cheng, Qiang Yang, Benyu Zhang |
| 2005 | CVPR | Discriminant Analysis with Tensor Representation. | Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang |
| 2005 | ICDM | Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering. | Jie Yin, Qiang Yang |
| 2005 | ICDM | Efficient Text Classification by Weighted Proximal SVM. | Dong Zhuang, Benyu Zhang, Qiang Yang, Jun Yan, Zheng Chen, Ying Chen |
| 2005 | IJCAI | Accurate and Low-cost Location Estimation Using Kernels. | Jeffrey Junfeng Pan, James T. Kwok, Qiang Yang, Yiqiang Chen |
| 2005 | ILP | Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops. | Yi-Dong Shen, Qiang Yang |
| 2004 | AAAI | High-Level Goal Recognition in a Wireless LAN. | Jie Yin, Xiaoyong Chai, Qiang Yang |
| 2004 | CIKM | Learning similarity measures in non-orthogonal space. | Ning Liu, Benyu Zhang, Jun Yan, Qiang Yang, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma |
| 2004 | ICARCV | An adaptive CBR model of call center systems. | Hongwei Liu, Li Li, Yiliang Xuan, Yongbo Jiang, Qiang Yang |
| 2004 | ICDM | Test-Cost Sensitive Naive Bayes Classification. | Xiaoyong Chai, Lin Deng, Qiang Yang, Charles X. Ling |
| 2004 | ICDM | Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. | Chenyong Hu, Benyu Zhang, Shuicheng Yan, Qiang Yang, Jun Yan, Zheng Chen, Wei-Ying Ma |
| 2004 | ICDM | Cluster Cores-Based Clustering for High Dimensional Data. | Yi-Dong Shen, Zhiyong Shen, Shi-Ming Zhang, Qiang Yang |
| 2004 | ICDM | IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects. | Gui-Rong Xue, Dou Shen, Qiang Yang, Hua-Jun Zeng, Zheng Chen, Yong Yu, Wensi Xi, Wei-Ying Ma |
| 2004 | ICML | Decision trees with minimal costs. | Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang |
| 2003 | ICCBR | Case Mining from Large Databases. | Qiang Yang, Hong Cheng |
| 2003 | ICDE | Mining Customer Value: From Association Rules to Direct Marketing. | Ke Wang, Senqiang Zhou, Jack Man Shun Yeung, Qiang Yang |
| 2003 | ICDM | Mining High Utility Itemsets. | Raymond Chan, Qiang Yang, Yi-Dong Shen |
| 2003 | ICDM | Mining Plans for Customer-Class Transformation. | Qiang Yang, Hong Cheng |
| 2003 | ICDM | Postprocessing Decision Trees to Extract Actionable Knowledge. | Qiang Yang, Jie Yin, Charles X. Ling, Tielin Chen |
| 2002 | EDBT | Cut-and-Pick Transactions for Proxy Log Mining. | Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang |
| 2002 | ICDM | Mining Optimal Actions for Profitable CRM. | Charles X. Ling, Tielin Chen, Qiang Yang, Jie Cheng |
| 2002 | ICDM | Objective-Oriented Utility-Based Association Mining. | Yi-Dong Shen, Zhong Zhang, Qiang Yang |
| 2002 | ICDM | Mining Case Bases for Action Recommendation. | Qiang Yang, Hong Cheng |
| 2001 | ICCBR | Mining High-Quality Cases for Hypertext Prediction and Prefetching. | Qiang Yang, Ian Tian-Yi Li, Henry Haining Zhang |
| 2000 | AI | Keep It Simple: A Case-Base Maintenance Policy Based on Clustering and Information Theory. | Qiang Yang, Jing Wu |
| 1999 | ICCBR | Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study. | Irne Abi-Zeid, Qiang Yang, Luc Lamontagne |
| 1999 | ICCBR | Activating CBR Systems Through Autonomous Information Gathering. | Christina Carrick, Qiang Yang |
| 1999 | IJCAI | Dynamic Refinement of Feature Weights Using Quantitative Introspective Learning. | Zhong Zhang, Qiang Yang |
| 1999 | IJCAI | Remembering to Add: Competence-preserving Case-Addition Policies for Case Base Maintenance. | Jun Zhu, Qiang Yang |
| 1998 | AIMSA | An Agent for Intelligent Situation Assessment. | Qiang Yang, Irne Abi-Zeid, Luc Lamontagne |
| 1998 | AIMSA | Towards Lifetime Maintenance of Case Based Indexes for Continual Case Based Reasoning. | Zhong Zhang, Qiang Yang |
| 1997 | ICCBR | Maintaining Unstructured Case Base. | Kirsti Racine, Qiang Yang |
| 1996 | ICSE | The Program Understanding Problem: Analysis and a Heuristic Approach. | Steven G. Woods, Qiang Yang |
| 1995 | IJCAI | Planning with Primary Effects: Experiments and Analysis. | Eugene Fink, Qiang Yang |
| 1993 | IJCAI | Characterizing and Automatically Finding Primary Effects in Planning. | Eugene Fink, Qiang Yang |
| 1992 | AAAI | The Expected Value of Hierarchical Problem-Solving. | Fahiem Bacchus, Qiang Yang |
| 1991 | AAAI | A Quantitative Theory for Plan Merging. | David E. Foulser, Ming Li, Qiang Yang |
| 1991 | AAAI | Characterizing Abstraction Hierarchies for Planning. | Craig A. Knoblock, Josh D. Tenenberg, Qiang Yang |
| 1991 | IJCAI | The Downward Refinement Property. | Fahiem Bacchus, Qiang Yang |
| 1990 | AAAI | An Algebraic Approach to Conflict Resolution in Planning. | Qiang Yang |
| 1990 | AAAI | ABTWEAK: Abstracting a Nonlinear, Least Commitment Planner. | Qiang Yang, Josh D. Tenenberg |
| 1989 | IJCAI | Preprocessing Search Spaces for Branch and Bound Search. | Qiang Yang, Dana S. Nau |