| 2026 | ACL | Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations. | Yu Yan, Chunhong Zhang, Haiyu Zhao, Ziyang Zeng, Zihao Liu, Yongkang Wu, Jianzhou Diao, Yijie Chen, Shujie Wang, Zheng Hu |
| 2026 | DSN | I-DETECT: In-network Deep Packet Inspection for Timed Event Correlation in Industrial Control Systems. | Zheng Hu, Hui Lin, Yanfeng Qu, Dong Jin |
| 2025 | AAAI | Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models. | Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren |
| 2025 | AAAI | SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction. | Zetao Li, Zheng Hu, Peng Han, Yu Gu, Shimin Cai |
| 2025 | AAAI | WEPO: Web Element Preference Optimization for LLM-based Web Navigation. | Jiarun Liu, Jia Hao, Chunhong Zhang, Zheng Hu |
| 2025 | ACL | All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment. | Jia Hao, Chunhong Zhang, Jiarun Liu, Haiyu Zhao, Zhiqiang Zhan, Zheng Hu |
| 2025 | CHI | Living Bento: Heartbeat-Driven Noodles for Enriched Dining Dynamics. | Weijen Chen, Qingyuan Gao, Zheng Hu, Kouta Minamizawa, Yun Suen Pai |
| 2025 | CIKM | Revisiting the Inner Product Method: Optimizing Sparse Matrix Multiplication via Set Intersection. | Zheng Hu, Boyu Yang, Weiguo Zheng |
| 2025 | CIKM | Beyond Return Conditioning: Multi-Scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RL. | Kunbao Wu, Xinning Zhu, Yang Qin, Tieru Wang, Jianzhou Diao, Zheng Hu |
| 2025 | COLING | CycleOIE: A Low-Resource Training Framework For Open Information Extraction. | Zhihong Jin, Chunhong Zhang, Zheng Hu, Jibin Yu, Ruiqi Ma, Qingyun Chen, Xiaohao Liao, Yanxing Zhang |
| 2025 | EMNLP | StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents. | Haiyu Zhao, Zhenyu Guo, Chunhong Zhang, Ziyu Zhou, Zheng Hu |
| 2025 | NAACL | Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction. | Liping Liu, Chunhong Zhang, Likang Wu, Chuang Zhao, Zheng Hu, Ming He, Jianping Fan |
| 2025 | PRICAI | HGTUL: A Hypergraph-Based Model For Trajectory User Linking. | Fengjie Chang, Xinning Zhu, Zheng Hu, Yang Qin |
| 2025 | SMC | Robust Representation Learning for Time Series via Decomposition and Fine-Grained Similarity-Guided Contrast. | Jianzhou Diao, Xinning Zhu, Ye Wang, Zheng Hu |
| 2025 | SIGIR | Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model. | Yang Qin, Xinning Zhu, Xiaosheng Tang, Chunhong Zhang, Kunbao Wu, Fengjie Chang, Jianzhou Diao, Zheng Hu |
| 2024 | CVPR | Desigen: A Pipeline for Controllable Design Template Generation. | Haohan Weng, Danqing Huang, Yu Qiao, Zheng Hu, Chin-Yew Lin, Tong Zhang, C. L. Philip Chen |
| 2024 | ISCAS | SSDC: A Scalable Sparse Differential Checkpoint for Large-scale Deep Recommendation Models. | Lingrui Xiang, Xiaofen Lu, Rui Zhang, Zheng Hu |
| 2024 | ISSRE | Training Overhead Ratio: A Practical Reliability Metric for Large Language Model Training Systems. | Ning Lu, Qian Xie, Hao Zhang, Wenyi Fang, Yang Zheng, Zheng Hu, Jiantao Ma |
| 2024 | PADS | Synchronized Power Simulation and Programmable Network Emulation Testbed for SCADA System Security Evaluation. | Zheng Hu, Luke Waind, Yanfeng Qu, Dong Jin |
| 2024 | PADS | Comparative Analysis and Evaluation of P4-Based Network Emulation Testing Environments. | Luke Waind, Gong Chen, Zheng Hu, Dong Jin |
| 2024 | PAKDD | Meta-Reinforcement Learning Algorithm Based on Reward and Dynamic Inference. | Jinhao Chen, Chunhong Zhang, Zheng Hu |
| 2024 | SMC | AnoGrad: Time Series Anomaly Detection with Score-Based Generative Model. | Jiaxuan Mi, Xinning Zhu, Zhaoyang Meng, Zheng Hu |
| 2023 | AAAI | PatchNAS: Repairing DNNs in Deployment with Patched Network Architecture Search. | Yuchu Fang, Wenzhong Li, Yao Zeng, Yang Zheng, Zheng Hu, Sanglu Lu |
| 2023 | CIKM | Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation. | Zheng Hu, Satoshi Nakagawa, Liang Luo, Yu Gu, Fuji Ren |
| 2023 | HPCC | Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation. | Haofeng Gong, Xinning Zhu, Zheng Hu, Jianzhou Diao |
| 2023 | ISSRE | A Survey of Metrics to Enhance Training Dependability in Large Language Models. | Wenyi Fang, Hao Zhang, Ziyu Gong, Longbin Zeng, Xuhui Lu, Biao Liu, Xiaoyu Wu, Yang Zheng, Zheng Hu, Xun Zhang |
| 2023 | ISSRE | Runtime operational design domain monitoring of static road geometry for automated vehicles. | Shiming Liu, Qunli Zhang, Wei Li, Siyun Yao, Yucheng Mu, Zheng Hu |
| 2023 | ISSRE | A robust online extrinsic calibration method for GNSS-RTK and IMU system and vehicle setups. | Peng Wang, Qingyang Xu, Siyun Yao, Xiangfei Wu, Qunli Zhang, Ruichen Lv, Shiming Liu, Yamin Li, Hui Fang, Zheng Hu |
| 2023 | PADS | Enhancing Fidelity of P4-Based Network Emulation with a Lightweight Virtual Time System. | Gong Chen, Zheng Hu, Dong Jin |
| 2023 | PADS | Combining Power Simulation and Programmable Network Emulation for Smart Grid Security Application Evaluation. | Gong Chen, Zheng Hu, Yanfeng Qu, Dong Jin |
| 2023 | SMC | DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection. | Zhaoyang Meng, Xinning Zhu, Feng Pan, Zheng Hu |
| 2022 | APWEB | SAPMS: A Semantic-Aware Privacy-Preserving Multi-keyword Search Scheme in Cloud. | Qian Zhou, Hua Dai, Zheng Hu, Yuanlong Liu, Geng Yang |
| 2022 | CSCWD | CSMRS: An Efficient and Effective Semantic-aware Ranked Search Scheme over Encrypted Cloud Data. | Zheng Hu, Hua Dai, Yuanlong Liu, Geng Yang, Qian Zhou, Yanli Chen |
| 2022 | GLOBECOM | Double Auction Mechanism for Cooperative Swarm Learning in Internet of Vehicles. | Shangjing Lin, Yueying Li, Bei Zhuang, Tao Ning, Ziyi Li, Chunhong Zhang, Zheng Hu |
| 2022 | ISSRE | Taxonomy of Aging-related Bugs in Deep Learning Libraries. | Zhihao Liu, Yang Zheng, Xiaoting Du, Zheng Hu, Wenjie Ding, Yanming Miao, Zheng Zheng |
| 2022 | KSEM | Cross-Sentence Temporal Relation Extraction with Relative Sentence Time. | Pengyun Xie, Xinning Zhu, Chunhong Zhang, Zheng Hu, Guanghua Yang |
| 2022 | PADS | Integrating I/O Time to Virtual Time System for High Fidelity Container-based Network Emulation. | Gong Chen, Zheng Hu, Dong Jin |
| 2022 | PDCAT | Research on User Influence Weighted Scoring Algorithm Incorporating Incentive Mechanism. | Jingya Xu, Lina Ge, Wei Zhou, Liang Yan, Zheng Hu |
| 2022 | UIC | Learning from Imperfect Demonstrations via Reweighting Confidence. | Tao Ning, Chunhong Zhang, Zheng Hu, Xiaosheng Tang, Benhui Zhuang |
| 2021 | ACL | More than Text: Multi-modal Chinese Word Segmentation. | Dong Zhang, Zheng Hu, Shoushan Li, Hanqian Wu, Qiaoming Zhu, Guodong Zhou |
| 2021 | CVPR | Quad-DIP for X-Ray Cargo Image Decomposition. | Zheng Hu, Qiang Li, Gang Fu, Yuxiang Xing, Li Zhang |
| 2021 | IJCNN | Adaptive Retraining for Neural Network Robustness in Classification. | Ruozhu Yao, Chengqiang Huang, Zheng Hu, Ke Pei |
| 2021 | ISSRE | Methods for deep learning model failure detection and model adaption: A survey. | Xiaoyu Wu, Zheng Hu, Ke Pei, Liyan Song, Zhi Cao, Shuyi Zhang |
| 2021 | ISSRE | MindFI: A Fault Injection Tool for Reliability Assessment of MindSpore Applicacions. | Yang Zheng, Zhenye Feng, Zheng Hu, Ke Pei |
| 2021 | KSEM | A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph. | Xiaohan Zhang, Xinning Zhu, Jie Wu, Zheng Hu, Chunhong Zhang |
| 2020 | KSEM | Event-centric Tourism Knowledge Graph - A Case Study of Hainan. | Jie Wu, Xinning Zhu, Chunhong Zhang, Zheng Hu |
| 2018 | ACCV | Adversarial Learning for Visual Storytelling with Sense Group Partition. | Lingbo Mo, Chunhong Zhang, Yang Ji, Zheng Hu |
| 2018 | ITNAC | Towards an Active Probing Extension for the ONOS SDN Controller. | Christopher Metter, Valentin Burger, Zheng Hu, Ke Pei, Florian Wamser |
| 2017 | MDM | Taxonomy-Induced Matrix Factorization for Inferring Preference of Mobile Telecom Users. | Zhibin Ren, Chunhong Zhang, Tiantian Li, Zheng Hu |
| 2017 | MMM | egoPortray: Visual Exploration of Mobile Communication Signature from Egocentric Network Perspective. | Qing Wang, Jiansu Pu, Yuanfang Guo, Zheng Hu, Hui Tian |
| 2016 | HPCC | Learning-Based Characterizing and Modeling Performance Bottlenecks of Big Data Workloads. | Zhongxin Guo, Zheng Hu, Chunhong Zhang, Youer Pu |
| 2015 | IM | An intelligent two-agent self-configuration approach for radio resource management. | Kevin Collados, Juan-Luis Gorricho, Joan Serrat, Zheng Hu, Ke Xu |
| 2015 | IECON | Robust predictive current control for performance improvement of induction motors with parameter variation. | Zheng Hu, Kay Hameyer |
| 2015 | IWCMC | Pricing-based power allocation in wireless network virtualization: A game approach. | Junyi Wei, Kun Yang, Guopeng Zhang, Zheng Hu |
| 2012 | VTC | Optimal Resource Allocation for Multi-Access in Heterogeneous Wireless Networks. | Jie Miao, Zheng Hu, CanRu Wang, Rongrong Lian, Hui Tian |
| 2011 | IROS | Translational damping on flapping cicada wings. | Perry Parks, Bo Cheng, Zheng Hu, Xinyan Deng |
| 2011 | VTC | Cross-Layer Design for Energy Efficiency of TCP Traffic in Cognitive Radio Networks. | Gengyu Li, Zheng Hu, Guoyi Zhang, Lili Zhao, Wenpeng Li, Hui Tian |
| 2010 | VTC | Group Vertical Handover in Heterogeneous Radio Access Networks. | Lei Sun, Hui Tian, Zheng Hu |
| 2010 | VTC | QoS-Guaranteed Radio Resource Allocation with Distributed Inter-Cell Interference Coordination for Multi-Cell OFDMA Systems. | Shuqin Zheng, Hui Tian, Zheng Hu, Lan Chen, Jianchi Zhu |
| 2009 | ICRA | Aerodynamics of dragonfly flight and robotic design. | Zheng Hu, Raymond McCauley, Steve Schaeffer, Xinyan Deng |
| 2009 | VTC | Adaptive Joint Session Scheduling for Multimedia Services in Heterogeneous Wireless Networks. | Dian Fan, Vanbien Le, Zhiyong Feng, Zheng Hu, Xiaomeng Wang |
| 2009 | VTC | A Novel Mesh Division Scheme using Cognitive Pilot Channel in Cognitive Radio Environment. | Qixun Zhang, Zhiyong Feng, Fang Tian, Zheng Hu |
| 2005 | ISADS | MUSE: a vision of service and architecture for beyond 3G networks. | Ping Zhang, Yang Ji, Yongjing Zhang, Xu Wang, Zheng Hu |
| 1992 | ICPR | Application of neural network and fuzzy inference to Chinese-Phoneme recognition. | Jianxin Jiang, Zheng Hu |
| 1992 | Interspeech | Introducing neural predictor to hidden Markov model for speech recognition. | Wei-ying Li, Kechu Yi, Zheng Hu |
| 1991 | Interspeech | A new self-organization algorithm of forming a phoneme map. | Jianxin Jiang, Kechu Yi, Zheng Hu |
| 1988 | INFOCOM | A distributed routing algorithm in hybrid circuit/packet switching networks. | Wei Li, Youwei Yang, Zheng Hu |