Yang Liu
Professor
Works on natural language processing and machine translation.
Yang Liu's lab at Tsinghua works on multilingual, translation & linguistics. 120 papers since 2023, 84 at top venues, mostly ACL and ICML. 17 PhD students and 1 master's student. 35 alumni. Applications close .
At a glance
- papers, 2023–2026
- 31/ year
- at T1 venues
- 70%
- PhD students
- 17
- MS students
- 1
- alumni listed
- 35
Papers by yearfrom the lab homepage, 2023–2026
- 34 papers2026 · T1 24 · collecting
- 34 papers2025 · T1 22
- 28 papers2024 · T1 21
- 24 papers2023 · T1 17
T1 venuesOtherVenues: ACL, ICML, ICLR, NeurIPS, EMNLP
Research focuspaper titles that use each topic's words
- Multilingual, translation & linguistics8 papers
- translation6 papers
- machine translation4 papers
- language processing0 papers
- natural language0 papers
Paper list
From the lab homepage.
202634 papers
- Artificial Intelligence ReviewA Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
- Proceedings of AACL-IJCNLPAgent-Environment Alignment via Automated Interface Generation
- Proceedings of EMNLP FindingsAlignScal: Enhancing Preference Alignment via Data Selection Using Model Internal Signals
- Nature Communications (T1)An Equivariant Pretrained Transformer for Unified Geometric Learning on Multi-Domain 3D Molecules
- ACL (T1)Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
- ICML (T1)CARD: Coarse-to-fine Autoregressive Modeling with Radix-based Decomposition for Transferable Free Energy Estimation
- ICLR (T1)Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
- Proceedings of EMNLP FindingsDon't Wait to Reply: Towards Responsive yet Thoughtful Dialogue through Proactive Thinking
- ICLR (T1)DrugTrail: Explainable Drug Discovery via Structured Reasoning and Druggability-Tailored Preference Optimization
- Proceedings of ACL FindingsEnabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific Priors
- Proceedings of ACL FindingsEvaluating Memory Capability in Continuous Lifelog Scenario
- EMNLP (T1)Evaluating Time Awareness and Cross-modal Active Perception of Large Models via 4D Escape Room Task
202534 papers
- Frontiers of Computer ScienceA Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
- ACL (T1)ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models
- CVPR (T1)AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
- Proceedings of COLMAdvancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization
- ICCV (T1)Adversarial Robust Memory-Based Continual Learner
- NeurIPS (T1)Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
- NeurIPS WorkshopBridging Vision, Language, and Mathematics: Pictographic Character Reconstruction with Bézier Curves
- CVPR (T1)CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models
- NeurIPS (T1)CPSea: Large-scale Cyclic Peptide-protein Complex Dataset for Machine Learning in Cyclic Peptide Design
- Proceedings of EMNLP FindingsDongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms
- Proceedings of EMNLP FindingsEfficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
- Cell SystemsFlowDesign: Improved Design of Antibody CDRs Through Flow Matching and Better Prior Distributions
202428 papers
- NeurIPS (T1)3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
- Proceedings of COLMA Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
- TASLP (T1)Black-box Prompt Tuning with Subspace Learning
- ACL (T1)Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
- Findings of ACLBudget-Constrained Tool Learning with Planning
- CVPR (T1)Can Vision-Language Models Think from a First-Person Perspective?
- ACL (T1)Citation-Enhanced Generation for LLM-based Chatbots
- ACL (T1)CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models
- COLING (T1)DEEM: Dynamic Experienced Expert Modeling for Stance Detection
- NAACL (T1)Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning
- ACL (T1)Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages
- ICML (T1)Equivariant Diffusion for Crystal Structure Prediction
202324 papers
- AI OpenAdaDS: Adaptive Data Selection for Accelerating Pre-trained Language Model Knowledge Distillation
- ACL (T1)An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation
- ACL (T1)Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models
- ICLR (T1)Conditional Antibody Design as 3D Equivariant Graph Translation
- ACL (T1)Continual Knowledge Distillation for Neural Machine Translation
- NeurIPS (T1)Crystal Structure Prediction by Joint Equivariant Diffusion
- ICML (T1)End-to-End Full-Atom Antibody Design
- Knowledge-Based SystemsEnd-to-End Hard Constrained Text Generation via Incrementally Predicting Segments
- AAAI (T1)Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs
- EMNLP (T1)Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
- Findings of EMNLPFilling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions
- TASLP (T1)Gradual Syntactic Label Replacement for Language Model Pre-training
Where alumni went35 listed
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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