| 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 |
| 2026 | Mobisys | Automating Model Deployment on Mobile Devices. | Leming Shen, Qiang Yang, Xinyu Huang, Zijing Ma, Yuanqing Zheng, Chris Xiaoxuan Lu |
| 2026 | Mobisys | PineBuds Pro+: Unlocking In-Ear Audio Sensing on Off-the-Shelf Wireless Earbuds. | Qiang Yang, Zoey Xiaochen Tan, Boyue Zhang, Cecilia Mascolo |
| 2026 | PAKDD | Federated Co-tuning Framework for Large and Small Language Models. | Tao Fan, Yan Kang, Guoqiang Ma, Lixin Fan, Shuoling Liu, Kai Chen, Qiang Yang |
| 2026 | PPSN | Matrix-Based Ant Colony Optimization with Matrix-Based 2-Opt for Traveling Salesman Problem. | Chen-Ke Qiu, Gong-Wei Song, Qiang Yang, Dan-Ting Duan, Pei-Lan Xu, Xu-Dong Gao, Zhenyu Lu, Jun Zhang |
| 2026 | WWW | LoRA-E | Shengkun Zhu, Jinshan Zeng, Yiming Wang, Sheng Wang, Yuan Sun, Shangfeng Chen, Yuan Yao, Qiang Yang |
| 2026 | SENSYS | Jailbreaking Embodied LLMs via Action-Level Manipulation. | Xinyu Huang, Qiang Yang, Leming Shen, Zijing Ma, Yuanqing Zheng |
| 2026 | SENSYS | Short Paper: The Starlink Robot: A Platform and Dataset for Mobile Satellite Communication. | Boyi Liu, Qianyi Zhang, Qiang Yang, Jianhao Jiao, Jagmohan Chauhan, Dimitrios Kanoulas |
| 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 |
| 2025 | KDD | HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark. | Jianqing Zhang, Xinghao Wu, Yanbing Zhou, Xiaoting Sun, Qiqi Cai, Yang Liu, Yang Hua, Zhenzhe Zheng, Jian Cao, Qiang Yang |
| 2025 | MOBICOM | Poster: ChronoBite: Diet Meets Cellular Aging. | Ge Gao, Yiming Jin, Hao Fu, Kaiyan Cui, Qiang Yang |
| 2025 | MOBICOM | AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications. | Leming Shen, Qiang Yang, Yuanqing Zheng, Mo Li |
| 2025 | MOBIHOC | Beyond Right to be Forgotten: Managing Heterogeneity Side Effects Through Strategic Incentives. | Jiaqi Shao, Tao Lin, Xiaojin Zhang, Qiang Yang, Bing Luo |
| 2025 | Mobisys | Ubiquitous Acoustic Intelligence: Toward Intuitive, Resilient, and Secure Mobile Sensing Systems. | Qiang Yang |
| 2025 | PERCOM | WalkEar: Holistic Gait Monitoring using Earables. | Jake Stuchbury-Wass, Yang Liu, Kayla-Jade Butkow, Joshua Carter, Qiang Yang, Mathias Ciliberto, Ezio Preatoni, Dong Ma, Cecilia Mascolo |
| 2025 | SENSYS | GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development. | Leming Shen, Qiang Yang, Xinyu Huang, Zijing Ma, Yuanqing Zheng |
| 2025 | WISE | A Comparative Study on Sub-route Merging Ways for Clustering Assisted Ant Colony Optimization to Solve Large-Scale Traveling Salesman Problem. | Zhongheng Jiang, Qiang Yang, Danting Duan, Zhenyu Lu, Jun Zhang |
| 2025 | WISE | A Comparative Analysis of Ant Colony Optimization for Mobile Robot Route Optimization. | Wen-Jun Zheng, Qiang Yang, Dan-Ting Duan, Zhenyu Lu, Jun Zhang |
| 2025 | WSDM | Neo-TKGC: Enhancing Temporal Knowledge Graph Completion with Integrated Node Weights and Future Information. | Zihan Qiu, Xiaoling Zhou, Chunyan An, Qiang Yang, Zhixu Li |
| 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 |
| 2024 | Mobisys | FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients. | Leming Shen, Qiang Yang, Kaiyan Cui, Yuanqing Zheng, Xiao-Yong Wei, Jianwei Liu, Jinsong Han |
| 2024 | PAKDD | SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree. | Tao Fan, Weijing Chen, Guoqiang Ma, Yan Kang, Lixin Fan, Qiang Yang |
| 2024 | SMC | Non-Linearly Weighted Pheromone Updating for Ant Colony Optimization. | Ying-Han Qiu, Qiang Yang, Jian-Yu Li, Ya-Hui Jia, Zi-Jia Wang, Xu-Dong Gao, Zhenyu Lu, Jun Zhang |
| 2024 | SMC | Individual-Level Dominant Exemplar Selection for Particle Swarm Optimization. | Hu-Long Wang, Dan-Ting Duan, Qiang Yang, Xu-Dong Gao, Peilan Xu, Xin Lin, Zhen-Yu Lu, Jun Zhang |
| 2024 | SMC | Adaptive Ant Selection for Pheromone Update in Ant Colony Optimization. | Biao Wang, Danting Duan, Qiang Yang, Xiao-Yan Zhao, Tao Li, Dong Liu, Jun Zhang |
| 2024 | WISE | A Benchmark Test Suite for Multiple Traveling Salesmen Problem with Pivot Cities. | Zi-Yang Bo, Dan-Ting Duan, Qiang Yang, Xu-Dong Gao, Peilan Xu, Xin Lin, Zhenyu Lu, Jun Zhang |
| 2024 | USENIX | Efficient Decentralized Federated Singular Vector Decomposition. | Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang |
| 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 |
| 2023 | PAKDD | Multi-task Learning Based Keywords Weighted Siamese Model for Semantic Retrieval. | Mengmeng Kuang, Zhenhong Chen, Weiyan Wang, Lie Kang, Qiang Yang, Min Tang, Penghui Hao |
| 2023 | PAKDD | Achieving Provable Byzantine Fault-tolerance in a Semi-honest Federated Learning Setting. | Xingxing Tang, Hanlin Gu, Lixin Fan, Qiang Yang |
| 2023 | SMC | Random Pairwise Competition Based Ant Selection for Pheromone Updating in Ant Colony Optimization. | Hao Cao, Qiang Yang, Xudong Gao, Peilan Xu, Zhen-Yu Lu, Jun Zhang |
| 2023 | SMC | Comparative Study on Different Encoding Strategies for Multiple Traveling Salesmen Problem. | Xin-Ai Dou, Qiang Yang, Peilan Xu, Xudong Gao, Zhen-Yu Lu |
| 2023 | SMC | Gender-Sensitive EEG Channel Selection for Emotion Recognition Using Enhanced Genetic Algorithm. | Dan-Ting Duan, Bing Sun, Qiang Yang, Wei Zhong, Long Ye, Qin Zhang, Jun Zhang |
| 2023 | SMC | Binomial Distribution Assisted Individual Selection for Differential Evolution. | Jia-Wei Ji, Qiang Yang, Xudong Gao, Peilan Xu, Zhen-Yu Lu |
| 2023 | SMC | Investigation of Using Large-Scale Swarm Optimizers to Optimize Sub-Problems in Cooperative Co-Evolution. | Ming-Yuan Lu, Qiang Yang, Dong Liu, Yuan-Yuan Ma, Tao Li, Jun Zhang |
| 2023 | SMC | Stochastic Dominant Cognitive Experience Guided Particle Swarm Optimization. | Han-Yang Pan, Qiang Yang, Ming Li, En Zhang, Yuan-Yuan Ma, Tao Li, Dong Liu, Jun Zhang |
| 2023 | SMC | Comparative Study on Different Types of Surrogate-Assisted Evolutionary Algorithms for High-Dimensional Expensive Problems. | Zhuo-Yin Qiao, Qiang Yang, Xu-Dong Gao, Peilan Xu, Zhen-Yu Lu |
| 2023 | SIGIR | A Topic-aware Summarization Framework with Different Modal Side Information. | Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang |
| 2023 | SENSYS | AquaHelper: Underwater SOS Transmission and Detection in Swimming Pools. | Qiang Yang, Yuanqing Zheng |
| 2023 | WISE | A Privacy-Preserving Evolutionary Computation Framework for Feature Selection. | Bing Sun, Jian-Yu Li, Xiao-Fang Liu, Qiang Yang, Zhi-Hui Zhan, Jun Zhang |
| 2023 | WSDM | Interpretable Research Interest Shift Detection with Temporal Heterogeneous Graphs. | Qiang Yang, Changsheng Ma, Qiannan Zhang, Xin Gao, Chuxu Zhang, Xiangliang Zhang |
| 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 |
| 2022 | KDD | Few-shot Heterogeneous Graph Learning via Cross-domain Knowledge Transfer. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 2022 | SMC | Genetic Algorithm with Adapted Crossover Operators for Multiple Traveling Salesmen Problem with Visiting Constraints. | Cong Bao, Qiang Yang, Xu-Dong Gao, Zhenyu Lu |
| 2022 | SMC | Investigation of Adaptive Parameter Strategies for Differential Evolution. | Jia-Wei Ji, Qiang Yang, Xu-Dong Gao, Zhenyu Lu |
| 2022 | SMC | Ant Colony optimization for Electric Vehicle Routing Problem with Capacity and Charging Time Constraints. | Zihao Nie, Qiang Yang, En Zhang, Dong Liu, Jun Zhang |
| 2022 | SMC | A Ranking Weight Based Roulette Wheel Selection Method for Comprehensive Learning Particle Swarm optimization. | Yuan-Peng Zhu, Qiang Yang, Xu-Dong Gao, Zhenyu Lu |
| 2022 | SP | Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. | Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang |
| 2022 | SENSYS | Integrated Sensing and Communication between Daily Devices and mmWave Radars. | Kaiyan Cui, Qiang Yang, Leming Shen, Yuanqing Zheng, Jinsong Han |
| 2022 | WSDM | Interpretable Relation Learning on Heterogeneous Graphs. | Qiang Yang, Qiannan Zhang, Chuxu Zhang, Xiangliang Zhang |
| 2022 | SDM | HG-Meta: Graph Meta-learning over Heterogeneous Graphs. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 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 |
| 2021 | KDD | Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing. | Dingyuan Shi, Yongxin Tong, Zimu Zhou, Bingchen Song, Weifeng Lv, Qiang Yang |
| 2021 | SMC | An Adaptive Level-Based Learning Swarm Optimizer for Large-Scale Optimization. | Gong-Wei Song, Qiang Yang, Xu-Dong Gao, Yuan-Yuan Ma, Zhenyu Lu, Jun Zhang |
| 2021 | WISE | Enhancing both Local and Global Entity Linking Models with Attention. | Jinliang Li, Haoyu Liu, Yulong Zhang, Li Zhang, Qiang Yang, Jianfeng Qu, Zhixu Li |
| 2021 | WISE | Document-Level Relation Extraction with Entity Enhancement and Context Refinement. | Meng Zou, Qiang Yang, Jianfeng Qu, Zhixu Li, An Liu, Lei Zhao, Zhigang Chen |
| 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 |
| 2020 | KDD | Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning. | Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang |
| 2020 | RecSys | A Federated Recommender System for Online Services. | Ben Tan, Bo Liu, Vincent W. Zheng, Qiang Yang |
| 2020 | RecSys | Exploring Clustering of Bandits for Online Recommendation System. | Liu Yang, Bo Liu, Leyu Lin, Feng Xia, Kai Chen, Qiang Yang |
| 2020 | SMC | A Gaussian Process Assisted Offline Estimation of Multivariate Gaussian Distribution Algorithm. | Xin-Xin Ma, Wei-Neng Chen, Qiang Yang |
| 2020 | SMC | Discrete Resource Allocation in Epidemic Control with Heuristic Majority-Voting Particle Swarm Optimization. | Tianfang Zhao, Wei-Neng Chen, Xiaokun Wu, Liang Yang, Qiang Yang |
| 2020 | SIGIR | Network On Network for Tabular Data Classification in Real-world Applications. | Yuanfei Luo, Hao Zhou, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang |
| 2020 | WISE | Improving Entity Linking with Graph Networks. | Ziheng Deng, Zhixu Li, Qiang Yang, Qingsheng Liu, Zhigang Chen |
| 2020 | SDM | Fisher Deep Domain Adaptation. | Yinghua Zhang, Yu Zhang, Ying Wei, Kun Bai, Yangqiu Song, Qiang Yang |
| 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 |
| 2019 | KDD | Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. | Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang |
| 2019 | PAKDD | Parameter Transfer Unit for Deep Neural Networks. | Yinghua Zhang, Yu Zhang, Qiang Yang |
| 2019 | PERCOM | AcouDigits: Enabling Users to Input Digits in the Air. | Yongpan Zou, Qiang Yang, Yetong Han, Dan Wang, Jiannong Cao, Kaishun Wu |
| 2019 | WWW | Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text. | Guangneng Hu, Yu Zhang, Qiang Yang |
| 2019 | WWW | Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective. | George Trimponias, Xiaojuan Ma, Qiang Yang |
| 2019 | SENSYS | Building an Online Defect Detection System for Large-scale Photovoltaic Plants. | Xiaoxia Li, Wei Li, Qiang Yang, Wenjun Yan, Albert Y. Zomaya |
| 2019 | WISE | Multiple Interaction Attention Model for Open-World Knowledge Graph Completion. | Chenpeng Fu, Zhixu Li, Qiang Yang, Zhigang Chen, Junhua Fang, Pengpeng Zhao, Jiajie Xu |
| 2019 | WISE | WebEL: Improving Entity Linking with Extra Web Contexts. | Yiting Wang, Zhixu Li, Qiang Yang, Zhigang Chen, An Liu, Guanfeng Liu, Lei Zhao |
| 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 |
| 2018 | KDD | Societal Impact of Data Science and Artificial Intelligence. | Foster J. Provost, James Hodson, Jeannette M. Wing, Qiang Yang, Jennifer Neville |
| 2018 | Mobiquitous | ArmIn: Explore the Feasibility of Designing a Text-entry Application Using EMG Signals. | Qiang Yang, Yongpan Zou, Meng Zhao, Jiawei Lin, Kaishun Wu |
| 2018 | Mobisys | A Novel Finger-Assisted Touch-free Text Input System Without Training. | Qiang Yang, Hongrui Fu, Yongpan Zou, Kaishun Wu |
| 2018 | WWW | Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN. | Hao Peng, Jianxin Li, Yu He, Yaopeng Liu, Mengjiao Bao, Lihong Wang, Yangqiu Song, 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 |
| 2017 | KDD | The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms. | Yongxin Tong, Yuqiang Chen, Zimu Zhou, Lei Chen, Jie Wang, Qiang Yang, Jieping Ye, Weifeng Lv |
| 2017 | RecSys | Transfer Learning from APP Domain to News Domain for Dual Cold-Start Recommendation. | Jixiong Liu, Jiakun Shi, Wanling Cai, Bo Liu, Weike Pan, Qiang Yang, Zhong Ming |
| 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 |
| 2016 | KDD | Transfer Knowledge between Cities. | Ying Wei, Yu Zheng, Qiang Yang |
| 2016 | WWW | The Lifecycle and Cascade of WeChat Social Messaging Groups. | Jiezhong Qiu, Yixuan Li, Jie Tang, Zheng Lu, Hao Ye, Bo Chen, Qiang Yang, John E. Hopcroft |
| 2016 | UAI | Correlated Tag Learning in Topic Model. | Shuangyin Li, Rong Pan, Yu Zhang, Qiang Yang |
| 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 |
| 2015 | KDD | Transitive Transfer Learning. | Ben Tan, Yangqiu Song, Erheng Zhong, Qiang Yang |
| 2015 | KDD | User Modeling in Telecommunications and Internet Industry. | Qiang Yang |
| 2015 | WWW | Question Classification by Approximating Semantics. | Guangyu Feng, Kun Xiong, Yang Tang, Anqi Cui, Jing Bai, Hang Li, Qiang Yang, Ming Li |
| 2015 | WWW | Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems. | Xiaosheng Liu, Jia Zeng, Xi Yang, Jianfeng Yan, Qiang Yang |
| 2015 | SIGMOD | Telco Churn Prediction with Big Data. | Yiqing Huang, Fangzhou Zhu, Mingxuan Yuan, Ke Deng, Yanhua Li, Bing Ni, Wenyuan Dai, Qiang Yang, Jia Zeng |
| 2015 | UIC | Energy Cost Optimization via Intelligent Cell Breathing in Green Heterogeneous Networks. | Qiang Yang, Bang Wang, Laurence T. Yang |
| 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 |
| 2014 | KDD | Scalable heterogeneous translated hashing. | Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang |
| 2014 | KDD | Crowdsourced time-sync video tagging using temporal and personalized topic modeling. | Bin Wu, Erheng Zhong, Ben Tan, Andrew Horner, Qiang Yang |
| 2014 | UIC | Studying Accessible States of User Interfaces on Tabletops. | Qiang Yang, Jie Liu, Yongqiang Qin, Chun Yu, Qing Yuan, Yuanchun Shi |
| 2014 | SDM | Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning. | Jingrui He, Yan Liu, Qiang Yang |
| 2014 | SDM | Mixed-Transfer: Transfer Learning over Mixed Graphs. | Ben Tan, Erheng Zhong, Michael K. Ng, Qiang Yang |
| 2014 | SDM | Adaptive User Distance Modeling in Social Media. | Erheng Zhong, Wei Fan, 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 |
| 2013 | KDD | Collaborative boosting for activity classification in microblogs. | Yangqiu Song, Zhengdong Lu, Cane Wing-ki Leung, Qiang Yang |
| 2013 | KDD | Modeling the dynamics of composite social networks. | Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang |
| 2013 | KDD | Contextual rule-based feature engineering for author-paper identification. | Erheng Zhong, Lianghao Li, Naiyan Wang, Ben Tan, Yin Zhu, Lili Zhao, Qiang Yang |
| 2013 | WSDM | Big data, lifelong machine learning and transfer learning. | Qiang Yang |
| 2013 | SDM | SMART: Semi-Supervised Music Emotion Recognition with Social Tagging. | Andrew Horner, Derek Hao Hu, Bin Wu, Qiang Yang, Erheng Zhong |
| 2013 | SDM | Selective Transfer Learning for Cross Domain Recommendation. | Zhongqi Lu, Weike Pan, Evan Wei Xiang, Qiang Yang, Lili Zhao, Erheng Zhong |
| 2013 | SDM | Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources. | Ben Tan, Evan Wei Xiang, Qiang Yang, Erheng Zhong |
| 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 |
| 2012 | MDM | Mining Significant Places from Cell ID Trajectories: A Geo-grid Based Approach. | Tengfei Bao, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian |
| 2012 | MDM | A Demonstration of Mining Significant Places from Cell ID Trajectories through a Geo-grid Based Approach. | Tengfei Bao, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian |
| 2012 | WCNC | A dual-active spatial cloaking algorithm for location privacy preserving in mobile peer-to-peer networks. | Yanzhe Che, Qiang Yang, Xiaoyan Hong |
| 2012 | WWW | A habit mining approach for discovering similar mobile users. | Haiping Ma, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian |
| 2012 | WSDM | Beyond ten blue links: enabling user click modeling in federated web search. | Danqi Chen, Weizhu Chen, Haixun Wang, Zheng Chen, Qiang Yang |
| 2012 | WSDM | A noise-aware click model for web search. | Weizhu Chen, Dong Wang, Yuchen Zhang, Zheng Chen, Adish Singla, Qiang Yang |
| 2012 | WSDM | Personalized click model through collaborative filtering. | Si Shen, Botao Amber Hu, Weizhu Chen, Qiang Yang |
| 2012 | SDM | Contextual Collaborative Filtering via Hierarchical Matrix Factorization. | Erheng Zhong, Wei Fan, Qiang Yang |
| 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 |
| 2011 | KDD | User-click modeling for understanding and predicting search-behavior. | Yuchen Zhang, Weizhu Chen, Dong Wang, Qiang Yang |
| 2011 | PERCOM | Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset. | Bin Li, Daqing Zhang, Lin Sun, Chao Chen, Shijian Li, Guande Qi, Qiang Yang |
| 2011 | RecSys | Wisdom of the better few: cold start recommendation via representative based rating elicitation. | Nathan Nan Liu, Xiangrui Meng, Chao Liu, Qiang Yang |
| 2011 | WWW | Characterizing search intent diversity into click models. | Botao Amber Hu, Yuchen Zhang, Weizhu Chen, Gang Wang, 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 |