| 2026 | ACL | Self-EmoQ: Plutchik-Guided Value-based Planning to Drive Streaming Emotional TTS. | Yue Zhao, Hongyan Li, Yong Chen, Luo Ji |
| 2026 | DASFAA | From Knowledge to Causality: Self-supervised Representation Learning for Granger Causal Discovery in Groups of Time Series. | Bo Liu, Di Dai, Hongyan Li, Shenda Hong |
| 2026 | PAKDD | EmoFSM: A Finite State Machine for Emotional Support Conversation. | Yue Zhao, Qingqing Gu, Xiaoyu Wang, Teng Chen, Hongyan Li, Luo Ji |
| 2026 | WSDM | LLM-GC: Advancing Granger Causal Discovery from Time Series with Multimodel Language Modeling. | Bo Liu, Hongyan Li, Shenda Hong |
| 2025 | ACL | Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives. | Zhihu Wang, Shiwan Zhao, Yu Wang, Heyuan Huang, Sitao Xie, Yubo Zhang, Jiaxin Shi, Zhixing Wang, Hongyan Li, Junchi Yan |
| 2025 | CGI | Generation of Realistic Synthetic ECG Data Using Uncertainty-Aware Diffusion Model. | Qi Zhang, Hongyan Li |
| 2025 | CoDIT | Optimal Circular Impact Time Guidance. | Qindong Hu, Jiang Wang, Hongyan Li, Shipeng Fan, Jianchuan Ye |
| 2025 | EMNLP | CodeContests+: High-Quality Test Case Generation for Competitive Programming. | Zihan Wang, Siyao Liu, Yang Sun, Ming Ding, Hongyan Li |
| 2025 | ICCD | AceHomo: Accelerating Privacy Preserving Inference Through Dynamic Level Adjustment. | Hongyan Li, Jinkai Zhang, Hang Lu, Xiaowei Li |
| 2025 | ICCV | Preacher: Paper-to-Video Agentic System. | Jingwei Liu, Ling Yang, Hao Luo, Fan Wang, Hongyan Li, Mengdi Wang |
| 2025 | ICDM | DiffuGC: Diffusion Model Can Help Discover Granger Causality from Interventional Time Series. | Bo Liu, Hongyan Li, Shenda Hong |
| 2025 | ICLR | Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model. | Jiarui Jin, Haoyu Wang, Hongyan Li, Jun Li, Jiahui Pan, Shenda Hong |
| 2025 | IJCAI | T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models. | Yunfeng Ge, Jiawei Li, Yiji Zhao, Haomin Wen, Zhao Li, Meikang Qiu, Hongyan Li, Ming Jin, Shirui Pan |
| 2025 | IJCNN | STGNet: Spatio-Temporal aware GCN-Based Model for Autism Prediction in Brain fMRI Data. | Hongyan Li, Tao Jin, Li Xiao |
| 2024 | ICLR | TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. | Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong |
| 2023 | ASPDAC | Mortar: Morphing the Bit Level Sparsity for General Purpose Deep Learning Acceleration. | Yunhung Gao, Hongyan Li, Kevin Zhang, Xueru Yu, Hang Lu |
| 2023 | CoDIT | Integrated Assignment and Guidance for Distributed Multi-Pursuer-Target Interception. | Hong Tao, Hongyan Li, Tao Song, Defu Lin, Jiao Xu |
| 2023 | INFOCOM | One Pass is Sufficient: A Solver for Minimizing Data Delivery Time over Time-varying Networks. | Peng Wang, Suman Sourav, Hongyan Li, Binbin Chen |
| 2023 | QRS | Just-In-Time Method Name Updating With Heuristics and Neural Model. | Zhenting Guo, Meng Yan, Hongyan Li, Zhezhe Chen, Weifeng Sun |
| 2023 | WCNC | Graph based Joint Computing and Communication Scheduling for Virtual Reality Applications. | Fei Liu, Hongyan Li, Peng Wang, Keyi Shi, Yun Hu |
| 2022 | CIKM | Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. | Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | CIKM | Confidence-Guided Learning Process for Continuous Classification of Time Series. | Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | GLOBECOM | FL-Task-aware Routing and Resource Reservation over Satellite Networks. | Peng Wang, Hongyan Li, Binbin Chen |
| 2022 | GLOBECOM | Optimal Job Scheduling and Bandwidth Augmentation in Hybrid Data Center Networks. | Binquan Guo, Zhou Zhang, Ye Yan, Hongyan Li |
| 2022 | ICDE | Multi-Task Learning with Calibrated Mixture of Insightful Experts. | Sinan Wang, Yumeng Li, Hongyan Li, Tanchao Zhu, Zhao Li, Wenwu Ou |
| 2022 | IJCAI | Hypergraph Structure Learning for Hypergraph Neural Networks. | Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | VTC | Temporal Graph based Overcommitted Routing for Deterministic Networking. | Fei Liu, Hongyan Li, Keyi Shi |
| 2022 | VTC | Temporal Graph based Overcommitted Routing for Deterministic Networking. | Fei Liu, Hongyan Li, Keyi Shi |
| 2022 | VTC | Beam Prediction for mmWave Massive MIMO using Adjustable Feature Fusion Learning. | Sicheng Yang, Jianpeng Ma, Shun Zhang, Hongyan Li |
| 2022 | SDM | Hypergraph Contrastive Learning for Electronic Health Records. | Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | SDM | GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. | Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li |
| 2021 | GLOBECOM | Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach. | Hongyan Li, Shi Yu, Xiaozhen Lu, Liang Xiao, Li-Chun Wang |
| 2021 | ICPP | BitX: Empower Versatile Inference with Hardware Runtime Pruning. | Hongyan Li, Hang Lu, Jiawen Huang, Wenxu Wang, Mingzhe Zhang, Wei Chen, Liang Chang, Xiaowei Li |
| 2021 | IJCAI | TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. | Chenxi Sun, Shenda Hong, Moxian Song, Yen-hsiu Chou, Yongyue Sun, Derun Cai, Hongyan Li |
| 2021 | IPEC | Research on the Application of University Financial Sharing Course Construction in Digital Enterprises in the New Era. | Hongyan Li |
| 2021 | IPEC | The Reform of Tax Accounting Course in Colleges and Universities Based on the Mixed Teaching Mode. | Hongyan Li |
| 2021 | Networking | Temporal Graph based Energy-limited Max-flow Routing over Satellite Networks. | Keyi Shi, Hongyan Li, Long Suo |
| 2019 | AAAI | GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. | Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun |
| 2019 | APWEB | AERIAL: An Efficient Randomized Incentive-Based Influence Maximization Algorithm. | Yongyue Sun, Qingyun Wang, Hongyan Li |
| 2019 | GLOBECOM | Energy-Efficient Flow Routing and Scheduling in Hybrid Data Center Networks. | Mingmeng Luo, Jiandong Li, Jianpeng Ma, Hongyan Li, Min Sheng |
| 2019 | ICASSP | PPSAN: Perceptual-aware 3D Point Cloud Segmentation via Adversarial Learning. | Hongyan Li, Zhengxing Sun, Yunjie Wu, Bo Li |
| 2019 | IJCAI | RDPD: Rich Data Helps Poor Data via Imitation. | Shenda Hong, Cao Xiao, Trong Nghia Hoang, Tengfei Ma, Hongyan Li, Jimeng Sun |
| 2019 | IJCAI | MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals. | Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun |
| 2019 | IJCAI | K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection. | Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie |
| 2019 | PIMRC | Angle-Domain NOMA over Multicell Massive MIMO Systems. | Weidong Shao, Shun Zhang, Hongyan Li, Jianpeng Ma |
| 2018 | AAAI | Negative-Aware Influence Maximization on Social Networks. | Yipeng Chen, Hongyan Li, Qiang Qu |
| 2018 | AAAI | Generative Adversarial Network for Abstractive Text Summarization. | Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li |
| 2018 | ACML | Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction. | Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li |
| 2018 | GLOBECOM | Graph Based Task Scheduling Algorithm for Earth Observation Satellites. | Pengyun Li, Jiandong Li, Hongyan Li, Shun Zhang, Guangxiang Yang |
| 2018 | GLOBECOM | Spatially Sparse Code Multiplexing for the Massive MIMO Networks. | Weidong Shao, Shun Zhang, Hongyan Li, Jianpeng Ma, Guangzhe Zhao, Xiushe Zhang |
| 2018 | MMM | ShapeCreator: 3D Shape Generation from Isomorphic Datasets Based on Autoencoder. | Yunjie Wu, Zhengxing Sun, Youcheng Song, Hongyan Li |
| 2018 | VTC | A Distributed Caching Scheme in Dense Small Cell Network with Cooperative Transmission. | Ronghui Hou, Shuaiyuan Sun, King-Shan Lui, Hongyan Li |
| 2018 | VTC | FFR Based Interference Coordination Scheme in the Next Generation WLAN. | Putao Sun, Ronghui Hou, Xiaoyao Ma, Hongyan Li |
| 2018 | VTC | A Spectral Efficiency Guaranteed Caching Scheme in Small Cell Networks. | Huilin Xie, Ronghui Hou, King-Shan Lui, Hongyan Li |
| 2017 | APWEB | Event2vec: Learning Representations of Events on Temporal Sequences. | Shenda Hong, Meng Wu, Hongyan Li, Zhengwu Wu |
| 2017 | FUSION | A parameter adaptive improved algorithm based on the GIW-PHD filter. | Pengfei Fan, Hongyan Li |
| 2017 | GLOBECOM | A Multicast Transmission Scheme in Small Cell Networks with Wireless Backhaul. | Yuting Liu, Ronghui Hou, King-Shan Lui, Hongyan Li |
| 2017 | GLOBECOM | Sparse Bayesian Learning for the Channel Statistics of the Massive MIMO Systems. | Jianpeng Ma, Hongyan Li, Shun Zhang, Feifei Gao |
| 2017 | GLOBECOM | A Storage-Time-Aggregated Graph-Based QoS Support Routing Strategy for Satellite Networks. | Tao Zhang, Hongyan Li, Shun Zhang, Jiandong Li |
| 2017 | PAKDD | Assessing Death Risk of Patients with Cardiovascular Disease from Long-Term Electrocardiogram Streams Summarization. | Shenda Hong, Meng Wu, Jinbo Zhang, Hongyan Li |
| 2016 | AAAI | Combining Multiple Concurrent Physiological Streams to Assessing Patients Condition. | Shenda Hong, Zhen Qiu, Jinbo Zhang, Hongyan Li |
| 2016 | AAAI | A Novel Method for Mining Semantics from Patterns over ECG Data. | Zhen Qiu, Feifei Li, Shenda Hong, Hongyan Li |
| 2016 | APWEB | FVBM: A Filter-Verification-Based Method for Finding Top-k Closeness Centrality on Dynamic Social Networks. | Yiyong Lin, Jinbo Zhang, Yuanxiang Ying, Shenda Hong, Hongyan Li |
| 2016 | APWEB | Real-Time Anomaly Detection over ECG Data Stream Based on Component Spectrum. | Meng Wu, Zhen Qiu, Shenda Hong, Hongyan Li |
| 2016 | PAKDD | Online Learning for Accurate Real-Time Map Matching. | Biwei Liang, Tengjiao Wang, Shun Li, Wei Chen, Hongyan Li, Kai Lei |
| 2016 | PIMRC | Multi-hop multi-AP multi-channel cooperation for high efficiency WLAN. | Yinghong Ma, Jiandong Li, Hongyan Li, Haibin Zhang, Ronghui Hou |
| 2015 | GLOBECOM | Delay Bound Analysis Using Martingale for Multimedia DTN under Heterogeneous Network for High-Speed Trains. | Yun Hu, Hongyan Li, Zhu Han |
| 2015 | VTC | A MDP-Based Dynamic Scheduling Scheme for Deadline Constrained Content Distribution in Wireless Heterogeneous Network. | Yu Shi, Ronghui Hou, King-Shan Lui, Hongyan Li, Jiandong Li |
| 2015 | VTC | A Novel Interference Management Scheme in Underlay D2D Communication. | Shuang Wang, Ronghui Hou, King-Shan Lui, Hongyan Li, Jiandong Li |
| 2015 | VTC | Routing in Disruption Tolerant Networks with Limited Storage. | Jiaojie Yan, Hongyan Li, Jiandong Li, Ronghui Hou, Jianpeng Ma |
| 2014 | ADMA | A Segment-Wise Method for Pseudo Periodic Time Series Prediction. | Ning Yin, Shanshan Wang, Shenda Hong, Hongyan Li |
| 2014 | APWEB | An Adaptive Skew Insensitive Join Algorithm for Large Scale Data Analytics. | Wenjing Liao, Tengjiao Wang, Hongyan Li, Dongqing Yang, Zhen Qiu, Kai Lei |
| 2014 | GLOBECOM | Individual channel tracking for one-way relay networks with particle filtering. | Hong Hu, Shun Zhang, Hongyan Li |
| 2014 | GLOBECOM | Optimal energy replenishment and data collection in wireless rechargeable sensor networks. | Miao Pan, Hongyan Li, Yawei Pang, Rong Yu, Zaixin Lu, Wei Li |
| 2014 | GLOBECOM | Time varying individual channel estimation for one-way relay networks with UKF and URTSS. | Shun Zhang, Feifei Gao, Hongyan Li |
| 2014 | PIMRC | Beyond eICIC-Two-dimensional resource pattern optimization for macro-femto interference avoidance. | Peng Liu, Jiandong Li, Hongyan Li, Yun Meng |
| 2014 | VTC | An Efficient Phase Based Imperfect Interference Alignment Scheme for 3-User Asymmetric Constant Channel. | Long Suo, Jiandong Li, Hongyan Li, Miao Pan |
| 2013 | ADMA | Logistic Regression Bias Correction for Large Scale Data with Rare Events. | Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang |
| 2013 | PIMRC | Non-cooperative channel allocation in Ad-Hoc networks using game theory. | Feifei Wang, Hongyan Li, Jiandong Li, Yinghong Ma |
| 2013 | PIMRC | Analysis of re-sequencing buffer overflow probability based on stochastic delay characteristics. | Dongmei Zhou, Hongyan Li, Jiandong Li |
| 2013 | VTC | A QoS-Based Hybrid Centralized/Distributed Resource Allocation Algorithm in Downlink Femtocell Networks. | Kan Wang, Yinghong Ma, Hongyan Li, Peng Liu, Hongguang Sun, Hao Zhang |
| 2013 | VTC | Hierarchical Power Control in Cognitive Networks. | Chungang Yang, Jiandong Li, Min Sheng, Hongyan Li, Qin Liu, Chao Xu |
| 2013 | WCNC | An intercell coordination admission control and scheduling scheme for delay-tolerant M2M service. | Long Suo, Hongyan Li, Yinghong Ma, Jiandong Li |
| 2012 | ADMA | PCG: An Efficient Method for Composite Pattern Matching over Data Streams. | Cheng Ju, Hongyan Li, Feifei Li |
| 2012 | ADMA | VS-Cube: Analyzing Variations of Multi-dimensional Patterns over Data Streams. | Yan Tang, Hongyan Li, Feifei Li, Gaoshan Miao |
| 2012 | GLOBECOM | Multicast throughput optimization and fair spectrum sharing in cognitive radio networks. | Miao Pan, Yan Long, Hao Yue, Yuguang Fang, Hongyan Li |
| 2012 | PDCAT | Flash Saver: Save the Flash-Based Solid State Drives through Deduplication and Delta-encoding. | Hongyan Li |
| 2012 | PDCAT | REST: A Redundancy-Based Energy-Efficient Cloud Storage System. | Hongyan Li |
| 2012 | PIMRC | An adaptive network selection scheme based on the combination of user mobility and traffic load. | Yun Meng, Jiandong Li, Hongyan Li, Peng Zhang |
| 2012 | PIMRC | Joint channel and traffic assignment in Ad Hoc networks using game theory with charging scheme. | Shuyun Qu, Hongyan Li, Jiandong Li, Yinghong Ma, Feifei Wang |
| 2011 | DASFAA | Efficient Topological OLAP on Information Networks. | Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li |
| 2011 | GLOBECOM | Dealing with the Untrustworthy Auctioneer in Combinatorial Spectrum Auctions. | Miao Pan, Hongyan Li, Pan Li, Yuguang Fang |
| 2011 | ICASSP | Exploring nuisance attribute projection and score normalization for GLDS-SVM based automatic mispronunciation detection method. | Hongyan Li, Shen Huang, Shijin Wang, Jiaen Liang, Bo Xu |
| 2011 | Interspeech | Context-Dependent Duration Modeling with Backoff Strategy and Look-Up Tables for Pronunciation Assessment and Mispronunciation Detection. | Hongyan Li, Shen Huang, Shijin Wang, Bo Xu |
| 2011 | VTC | An Interference Avoidance Routing Protocol for Wireless Networks. | Bai Du, Hongyan Li, Yuguang Fang |
| 2010 | ADMA | A General Multi-relational Classification Approach Using Feature Generation and Selection. | Miao Zou, Tengjiao Wang, Hongyan Li, Dongqing Yang |
| 2010 | APWEB | A Heuristic Method for Unstructured Pattern Management over Data Streams. | Gaoshan Miao, Hongyan Li, Tengjiao Wang |
| 2010 | GLOBECOM | The X Loss: Band-Mix Selection with Uncertain Supply for Opportunistic Spectrum Accessing. | Miao Pan, Hao Yue, Yuguang Fang, Hongyan Li |
| 2010 | ICNC | MapReduce-based Backpropagation Neural Network over large scale mobile data. | Zhiqiang Liu, Hongyan Li, Gaoshan Miao |
| 2010 | ICNC | Sensibility analysis based on BP arithmetic under multi-factor coupling participation and its application. | Hongyan Li, Yuxin Wang |
| 2010 | Interspeech | Automatic reference independent evaluation of prosody quality using multiple knowledge fusions. | Shen Huang, Hongyan Li, Shijin Wang, Jiaen Liang, Bo Xu |
| 2010 | Interspeech | Exploring goodness of prosody by diverse matching templates. | Shen Huang, Hongyan Li, Shijin Wang, Jiaen Liang, Bo Xu |
| 2010 | IWCMC | A tradeoff analysis of delayed reconstruction for storage clusters. | Qiang Cao, Hongyan Li, Yan Yang, Makoto Takizawa, Naixue Xiong |
| 2009 | ICASSP | An efficient mispronounciation detction method using GLDS-SVM and formant enhanced features. | Hongyan Li, Jiaen Liang, Shijin Wang, Bo Xu |
| 2009 | ICALT | Context Dependent Feature Based Bottom-up Rescoring SVM Classifier in Children's English Stress Mis-pronunciation Detection. | Shen Huang, Hongyan Li, Shijin Wang, Jiaen Liang, Bo Xu |
| 2009 | Interspeech | High performance automatic mispronunciation detection method based on neural network and TRAP features. | Hongyan Li, Shijin Wang, Jiaen Liang, Shen Huang, Bo Xu |
| 2008 | VTC | DHT-Based Channel Estimation for MIMO-OFDM Systems. | Yibing Gai, Hongyan Li, Zhiqiang He, Kai Niu, Weiling Wu |
| 2008 | VTC | Optimal Power Control Game Algorithm for Cognitive Radio Networks with Multiple Interference Temperature Limits. | Hongyan Li, Yibing Gai, Zhiqiang He, Kai Niu, Weiling Wu |
| 2007 | SIGMOD | Effective variation management for pseudo periodical streams. | Lv-an Tang, Bin Cui, Hongyan Li, Gaoshan Miao, Dongqing Yang, Xinbiao Zhou |
| 2006 | APWEB | DSEC: A Data Stream Engine Based Clinical Information System. | Yu Fan, Hongyan Li, Zijing Hu, Jianlong Gao, Haibin Liu, Shiwei Tang, Xinbiao Zhou |
| 2006 | APWEB | WISE: A Prototype for Ontology Driven Development of Web Information Systems. | Lv-an Tang, Hongyan Li, Baojun Qiu, Meimei Li, Jianjun Wang, Lei Wang, Bin Zhou, Dongqing Yang, Shiwei Tang |
| 2006 | WISE | DOPA: A Data-Driven and Ontology-Based Method for Ad Hoc Process Awareness in Web Information Systems. | Meimei Li, Hongyan Li, Lv-an Tang, Baojun Qiu |
| 2005 | APWEB | PODWIS: A Personalized Tool for Ontology Development in Domain Specific Web Information System. | Lv-an Tang, Hongyan Li, Zhiyong Pan, Shaohua Tan, Baojun Qiu, Shiwei Tang, Jianjun Wang |