Liang He
Professor
Works on speech and language processing, including speaker recognition.
Liang He's lab at Tsinghua works on speech recognition & spoken language and recognition, detection & segmentation. 20 papers since 2023, 4 at top venues, mostly COLING and EMNLP. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 20%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 4 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 2
- 7 papers2024 · T1 0
- 2 papers2023 · T1 2
T1 venuesOtherVenues: COLING, EMNLP, Knowledge-Based Systems, Nature Communications, Pattern Recognition
Research focuspaper titles that use each topic's words
- speaker7 papers
- Speech recognition & spoken language6 papers
- Recognition, detection & segmentation4 papers
- speaker recognition2 papers
- speech1 paper
Paper list
From the lab homepage.
20264 papers
- Computational biology and chemistry, Jun;122:108879.Cross-omics interpretable neural network for discovery of molecular markers in prostate cancer (opens in a new tab)
- Artificial Intelligence in Agriculture, Accessed April 14, , https://doi.org/10.1016/j.aiia. .02.006.Distributed crop disease detection with deep Q-network agent decision-making in a compressed state space (opens in a new tab)
- Pattern RecognitionDS3: Dual-space sample selection for speaker representation learning with noisy labels (opens in a new tab)
- 31(3): 1393-1410.Tsinghua Science and Technology(Topical collection: Special Section on the 110th Anniversary of the Tsinghua Journal) (opens in a new tab)
20257 papers
- Big Data Mining and Analytics , 8(5): 1174-1188.Biological Knowledge Graph-Enhanced Cancer State Prediction Network with Adjustable Connections (opens in a new tab)
- Applied Soft ComputingDTKD-DL: Dual-teacher knowledge distillation with dual-loops for continuous few-shot relation extraction (opens in a new tab)
- Agricultural Water ManagementEnhancing cotton irrigation with distributional actor–critic reinforcement learning (opens in a new tab)
- TASLP (T1)Improving Speaker Verification Robustness With Multilingual Phonetic Information and Feature Decorrelation (opens in a new tab)
- Agricultural Water ManagementPrecise irrigation of dryland cotton under canal irrigation system constraints based on the CERES-CROPGRO-Cotton model (opens in a new tab)
- COLING (T1)RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model (opens in a new tab)
- Speech and Language Processing, volWhisMultiNet: Advancing End-to-End Speech Topic Classification With Whisper and MultiGateGNN," in IEEE Transactions on Audio (opens in a new tab)
20247 papers
- ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic ofA Speaker Recognition Method Based on Stable Learning (opens in a new tab)
- ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic ofA Study on Graph Embedding for Speaker Recognition (opens in a new tab)
- IEEE/ACM Transactions on Audio, Speech, and Language Processing, volImproving Speaker Verification With Noise-Aware Label Ensembling and Sample Selection: Learning and Correcting Noisy Speaker Labels (opens in a new tab)
- pages 5944-5957 (EMNLP , main long paper), Miami, Florida, USA, Association for Computational Linguistics.In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (opens in a new tab)
- ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic ofIntroducing Multilingual Phonetic Information to Speaker Embedding for Speaker Verification (opens in a new tab)
- Knowledge-Based SystemsLMKG: A Large-Scale and Multi-Source Medical Knowledge Graph for Intelligent Medicine Applications (opens in a new tab)
- ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic ofMulti-View Speaker Embedding Learning for Enhanced Stability and Discriminability (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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2 T1 - USCMU
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Data
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- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
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- The lab homepage
- Members
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- Alumni
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