| 2026 | AAAI | ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs. | Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Yujie Sun, Zheng Liang, Yibing Zhan, Dapeng Tao |
| 2026 | ICDE | FedDict: Towards Practical Federated Dictionary-Based Time Series Classification (Extended Abstract). | Zhiyu Liang, Zheng Liang, Hongzhi Wang, Bo Zheng |
| 2026 | WWW | Med-R | Keer Lu, Zheng Liang, Da Pan, Shusen Zhang, Guosheng Dong, Huang Leng, Bin Cui, Zhonghai Wu, Wentao Zhang |
| 2026 | WWW | MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks. | Weigang Lu, Zheng Liang, Yaming Yang, Ziyu Zheng, Meng Yan, Beilei Ling, Ziyu Guan, Wei Zhao |
| 2025 | DASFAA | Subset Discovery for Entity Matching. | Zheng Liang, Yafeng Tang, Hongzhi Wang, Haifeng Cheng, Xiaoou Ding |
| 2025 | EMNLP | VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs. | Keer Lu, Keshi Zhao, Zhuoran Zhang, Zheng Liang, Bin Cui, Tengjiao Wang, Wentao Zhang |
| 2025 | ICDE | CBAClean:A Comprehensive System for Recommending Data Cleaning Solutions Through Cost-Benefit Analysis in Data Quality Management. | Xiaoou Ding, Hongbin Su, Zekai Qian, Wenxuan Cui, Siying Chen, Zheng Liang, Chen Wang, Hongzhi Wang |
| 2025 | ICDE | Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling. | Zheng Liang, Hongzhi Wang, Xiaoou Ding, Zhiyu Liang, Chen Liang, Yafeng Tang, Jianzhong Qi |
| 2025 | ICDE | DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training. | Keer Lu, Xiaonan Nie, Zheng Liang, Da Pan, Shusen Zhang, Keshi Zhao, Weipeng Chen, Zenan Zhou, Guosheng Dong, Bin Cui, Wentao Zhang |
| 2025 | ICDE | Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching. | Yafeng Tang, Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu, Huan Hu |
| 2025 | SIGMOD | KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection. | Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang |
| 2024 | AAAI | UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding. | Chenpeng Du, Yiwei Guo, Feiyu Shen, Zhijun Liu, Zheng Liang, Xie Chen, Shuai Wang, Hui Zhang, Kai Yu |
| 2024 | DASFAA | Hyper-parameter Recommendation for Truth Discovery. | Siying Chen, Xiaoou Ding, Zheng Liang, Yafeng Tang, Hongzhi Wang |
| 2024 | ICASSP | Generation-Based Target Speech Extraction with Speech Discretization and Vocoder. | Linfeng Yu, Wangyou Zhang, Chenpeng Du, Leying Zhang, Zheng Liang, Yanmin Qian |
| 2024 | Interspeech | Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer. | Peng Wang, Yifan Yang, Zheng Liang, Tian Tan, Shiliang Zhang, Xie Chen |
| 2024 | Interspeech | FakeSound: Deepfake General Audio Detection. | Zeyu Xie, Baihan Li, Xuenan Xu, Zheng Liang, Kai Yu, Mengyue Wu |
| 2024 | SIGMOD | UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning. | Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng |
| 2023 | ICDE | TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. | Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang |
| 2023 | Interspeech | Improving Code-Switching and Name Entity Recognition in ASR with Speech Editing based Data Augmentation. | Zheng Liang, Zheshu Song, Ziyang Ma, Chenpeng Du, Kai Yu, Xie Chen |
| 2022 | DASFAA | Time Series Data Quality Enhancing Based on Pattern Alignment. | Jianping Huang, Hao Chen, Hongkai Wang, Jun Feng, Liangying Peng, Zheng Liang, Hongzhi Wang, Tianlan Fan, Tianren Yu |
| 2021 | HPCA | SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator. | Xinfeng Xie, Zheng Liang, Peng Gu, Abanti Basak, Lei Deng, Ling Liang, Xing Hu, Yuan Xie |
| 2021 | IWCMC | Optimal Decision-making Method of Transportation Route Based on Information Gain. | Tongfei Shang, Zheng Liang, Jingwei Yang, Jiaqing Zhao |
| 2020 | DAC | Hardware-assisted Service Live Migration in Resource-limited Edge Computing Systems. | Zhe Zhou, Xintong Li, Xiaoyang Wang, Zheng Liang, Guangyu Sun, Guojie Luo |
| 2020 | ECCV | S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search. | Zhihang Yuan, Bingzhe Wu, Guangyu Sun, Zheng Liang, Shiwan Zhao, Weichen Bi |
| 2020 | VR | Towards an Immersive Guided Virtual Reality Microfabrication Laboratory Training System. | Fang Wang, Xinhao Xu, Weiyu Feng, Jhon Bueno Vesga, Zheng Liang, Scottie Murrell |
| 2019 | DAC | ZUMA: Enabling Direct Insertion/Deletion Operations with Emerging Skyrmion Racetrack Memory. | Zheng Liang, Guangyu Sun, Wang Kang, Xing Chen, Weisheng Zhao |
| 2012 | APWEB | Adaptive Topic Community Tracking in Social Network. | Zheng Liang, Yan Jia, Bin Zhou |
| 2011 | VTC | Analytical study of wireless sensor sleep mechanism based on group arrival modeling. | Zheng Liang, Qingshan Zhang, Jun Zheng, Jiayuan Chen, Wei Fang |
| 2010 | PIMRC | Modeling and analysis of queuing effect on Mobile IPv6 handoff performance. | Zheng Liang, Jun Zheng, Songwei Ma, Shuigen Yang, Bin Wang, Jianguo Liu |
| 2006 | PDCAT | Implementing a Self-Timed Low-Power Java Accelerator for Network-on-Chip Applications. | Zheng Liang, Juha Plosila, Lu Yan, Kaisa Sere |
| 2005 | PDCAT | On-chip Debug for an Asynchronous Java Accelerator. | Zheng Liang, Juha Plosila, Lu Yan, Kaisa Sere |
| 2005 | PDCAT | Reconfigurable Computing in Ubiquitous Computers: A Roadmap. | Lu Yan, Zheng Liang |
| 1997 | ISMIS | Goal-Oriented Multimedia Dialogue with Variable Initiative. | Alan W. Biermann, Curry I. Guinn, Michael S. Fulkerson, Greg A. Keim, Zheng Liang, Douglas M. Melamed, Krishnan Rajagopalan |