个人简介：

何亮，清华大学研究员、bet356唯一官网体育教授、博士生导师。清华大学援疆干部，bet356唯一官网体育计算机科学与技术学院党委副书记、常务副院长；智能与科学技术学院党总支副书记，院长。研究领域：语音处理、知识图谱与智能决策等。常年从事科研和教学工作，积累了较丰富教学科学研究经验和领域专业知识。主持6项国家级项目（1项国家重大科技专项课题、2项国家自然科学基金）和1项自治区重点研发计划课题等各类科研项目20余项，参与8项国家级项目（1项国家重点研发技术课题，1项国家自然科学基金重大项目）。科研成果在国家重要部门与地区部署百余套。与华为、淘宝和腾讯等知名公司合作，合作研发的算法与系统在手机淘宝等上线应用。声纹识别技术助力反电信诈骗并起草制定1项行业标准。多次参加国际权威评测（NISTSRE等），并取得优异成绩。发表学术论文100余篇，代表性研究成果在NatureCommunication（Featured Articles）、IEEETransonASLP、ICASSP和Interspeech等国际期刊与会议上发表。授权国家发明专利8项，科研成果孵化产业公司，北京华控智加科技有限公司（国家高新技术企业、北京专精特新中小企业）。担任中文信息学会开源情报技术专委会秘书长等。全国高校黄大年式教师团队成员。IEEEASLP, Pattern Recognition,ICASSP, INTERSPEECH等国际期刊/会议审稿人。2020-2023年ICME领域主席、分会主席；2020年；Interspeech、ICASSP分会主席等；2019-2020年全国声纹识别技术与应用研讨会会议主席。

研究方向：

语音处理、知识图谱与智能决策等

主讲课程：

程序设计语言，优化方法与理论

近五年学术成果：

一、学术论文

[1]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.

[2]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.

[3]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.

[4]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.

[5]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.

[6]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.

[7]Chen, Yi, Zhuo Yu, Zhenxiang Han, Weihong Sun,Liang He. A Decision-Making System for Cotton Irrigation Based on Reinforcement Learning Strategy, Agronomy 14, no. 1: 11, 2024.

[8]Wang, Lei, Meiwei Lin, Zhenxiang Han, Lianjin Han,Liang He,Weihong Sun. Simulating the Effects of Drought Stress Timing and the Amount Irrigation on Cotton Yield Using the CSM-CROPGRO-Cotton Model, Agronomy 14, no. 1: 14, 2024.

[9]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.

[10]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.

近五年主持或在研项目：

1.国家自然科学基金，大规模高精度可解释说话人识别关键问题研究，2024-2027，主持

2.自治区重点研发专项课题，基于生物知识库与因果推断的新疆女性高发肿瘤诊疗技术研发与应用，2022-2026，主持

3.新一代人工智能国家科技重大专项课题，智能农事决策与调度管理系统，2022-2025，主持

4.国家重点研发专项，网络XX隐藏与网络XX构建技术，2022-2025，参与

5.国家自然科学基金，肝癌精准治疗的智能化外科决策与手术规划，2021-2025，参与