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个人信息Personal Information
研究员
教师拼音名称：He Liang
电子邮箱：
所在单位：清华大学电子工程系
办公地点：清华大学罗姆楼8101
学位：博士学位
在职信息：在职
其他任职：新疆大学智能科学与技术学院院长（援疆）
毕业院校：清华大学
学科：信号与信息处理
- Liu, YuHan; Chen, Xin; Yi, Sheng; Guo, WenJia; He, Liang, Leveraging Biological Knowledge Graph and Dynamic Connection Mechanism for Cancer Status Prediction Based on Genomic Data, Big Data Mining and Analytics, 2025
- Yi Chen, Meiwei Lin, Zhuo Yu, Weihong Sun, Weiguo Fu, Liang He, Enhancing cotton irrigation with distributional actor–critic reinforcement learning, Agricultural Water Management, Volume 307, 2025, 109194, https://doi.org/10.1016/j.agwat.2024.109194.
- Guang-Xu Ren*, Liang He*, Yong-Xin Liu*, Yu-Ke Fei, Xiao-Fan Liu, Qiu-Yi Lu, Xin Chen, Zhi-Da Song, Jia-Qi Wang, The long-term intake of milk fat does not significantly increase the blood lipid burden in normal and high-fat diet-fed mice, iMeta 3, e256.
- Tengfei Feng, Liang He, RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model, Proceedings of the 31st International Conference on Computational Linguistics, Abu Dhabi, UAE, 3057–3070, 2025
- Peiru Yang, Hongjun Wang, Yingzhuo Huang, Shuai Yang, Ya Zhang, Liang Huang, Yuesong Zhang, Guoxin Wang, Shizhong Yang, Liang He, Yongfeng Huang, LMKG: A Large-Scale and Multi-Source Medical Knowledge Graph for Intelligent Medicine Applications, Knowledge-Based Systems, Volume 284, 2024.
- Zhihua Fang, Liang He, Lin Li and Ying Hu, Improving Speaker Verification With Noise-Aware Label Ensembling and Sample Selection: Learning and Correcting Noisy Speaker Labels, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, pp. 2988-3001, 2024, doi: 10.1109/TASLP.2024.3407527.
- Kunting Li, Yong Hu, Liang He&, Fandong Meng, and Jie Zhou. C-LLM: Learn to Check Chinese Spelling Errors Character by Character. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 5944–5957 (EMNLP 2024, main long paper), Miami, Florida, USA. Association for Computational Linguistics.
- Liang He, Zhihua Fang, Zuoer Chen, Minqiang Xu, Ying Meng, Penghao Wang, Multi-View Speaker Embedding Learning for Enhanced Stability and Discriminability, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 10081-10085.
- Zhida Song, Liang He, Penghao Wang, Ying Hu, Hao Huang, Introducing Multilingual Phonetic Information to Speaker Embedding for Speaker Verification, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 10091-10095.
- Jian Zhang, Jin Ma, Xiaochen Guo, Lin Li, Liang He&, A Speaker Recognition Method Based on Stable Learning, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 10221-10225.
- Liang He, Ruida Li, Mengqi Niu, A Study on Graph Embedding for Speaker Recognition, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 10741-10745.
- Yi Chen, Liang He. SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp: 6689–6700, Singapore
- Tao Qi, Fangzhao Wu, Chuhan Wu, Liang He, Yongfeng Huang, Xing Xie. Differentially Private Knowledge Transfer for Federated Learning, Nature Communications, Jun 24. 2023, vol. 14, no. 3785, pp: 1-9
- Wenhao Ding, Liang He, "Adaptive Multi-Scale Detection of Acoustic Events," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 294–306, 2020, doi: 10.1109/TASLP.2019.2953350.
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