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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
联系方式：heliang AT mail.tsinghua.edu.cn
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
- Yangyang Yan, Wenping Ge&, Liang He&, Optimization of Resource Allocation and Task Offloading Based on SCMA-MEC in IoV, in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2025.3628496.
- Xiaozhe Qi, Xuejian. Zhao, Zhe Li, Liang He, "WhisMultiNet: Advancing End-to-End Speech Topic Classification With Whisper and MultiGateGNN," in IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 4697-4711, 2025
- Chen Xin, Yi Sheng, Yuemaierabola Anwaier, Liu Yuhan, He Liang&, Ma Jing, Guo Wenjia, Sun Gang. Cross-omics interpretable neural network for discovery of molecular markers in prostate cancer. Computational biology and chemistry. 2026 Jun;122:108879.
- Yue Ruijun, He Liang&, Ye Ruida, Wang Jiajia, Li Yongke, Bai Tao, Gu Shenghao, Wang Jintai, Distributed crop disease detection with deep Q-network agent decision-making in a compressed state space. Artificial Intelligence in Agriculture, Accessed April 14, 2026. https://doi.org/10.1016/j.aiia.2026.02.006.
- Liang He, Yangyang Yan, Jie Liu, Chunjiang Zhao&, Intelligent Decision-Making for Field Crop Production. Tsinghua Science and Technology(Topical collection: Special Section on the 110th Anniversary of the Tsinghua Journal), 2026, 31(3): 1393-1410.
- Zhihua Fang, Liang He&, DS3: Dual-space sample selection for speaker representation learning with noisy labels, Pattern Recognition, Volume 179, Part A, 2026, 113595, ISSN 0031-3203.
- Lei Wang, Liang He&, Weihong Sun, Chen Gao, Zhenxiang Han, Meiwei Lin, Precise irrigation of dryland cotton under canal irrigation system constraints based on the CERES-CROPGRO-Cotton model, Agricultural Water Management, vol 317, 109624, pp 0378-3774, 2025.
- Ruifeng Xu, Yi Chen, Zhongyan Yi, Shun Huang, Liang He&, DTKD-DL: Dual-teacher knowledge distillation with dual-loops for continuous few-shot relation extraction, Applied Soft Computing, vol 184, pp 1568-4946, 2025
- Zhida Song, He Cai, Xin Chen, Liang He&, Improving Speaker Verification Robustness With Multilingual Phonetic Information and Feature Decorrelation, IEEE Transactions on Audio, Speech and Language Processing, vol 33, pp 3494-3507, 2025.
- Yuhan Liu, Sheng Yi, Xin Chen, Wenjia Guo, Liang He&, Biological Knowledge Graph-Enhanced Cancer State Prediction Network with Adjustable Connections, Big Data Mining and Analytics 2025, 8(5): 1174-1188.
- 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.