Lijie Wen
Associate Professor
Works on natural language processing, big-data processing and analysis, and business process intelligence.
Lijie Wen's lab at Tsinghua works in Natural Language Processing. 62 papers since 2023, 25 at top venues, mostly Findings of ACL and ACL. Applications close .
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 40%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 12 papers2026 · T1 5 · collecting
- 22 papers2025 · T1 7
- 12 papers2024 · T1 7
- 16 papers2023 · T1 6
T1 venuesOtherVenues: Findings of ACL, ACL, ICLR, SIGIR, COLING
Research focuspaper titles that use each topic's words
- process4 papers
- business3 papers
- big-data0 papers
- processing0 papers
- software0 papers
Paper list
From DBLP.
202612 papers
- NeurocomputingA dynamic multi-scale spatio-temporal fusion anomaly detection network (opens in a new tab)
- IEEE Trans. Emerg. Top. Comput. Intell.AGCTO: Attributed Graph Clustering With Transitive Order Convolutional Autoencoder (opens in a new tab)
- CVPR (T1)AgentDet: A Shared-Blackboard Multi-Agent Framework for Zero-/Few-Shot Object Detection (opens in a new tab)
- Eng. Appl. Artif. Intell.AGRENET: Attributed graph rotation embedding network for clustering (opens in a new tab)
- ACL (T1)d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models (opens in a new tab)
- Adv. Eng. InformaticsDomain adaptive person re-identification with spatiotemporal fusion towards real-world sparse surveillance (opens in a new tab)
- Expert Systems with ApplicationsDSF-Unet: A dual-stream fusion denoising diffusion framework for imbalanced wafer defect classification (opens in a new tab)
- AAAI (T1)OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination (opens in a new tab)
- Appl. Soft Comput.Semantic-driven dynamic graph learning for wind turbine gearbox anomaly detection (opens in a new tab)
- Expert Systems with ApplicationsTabAttackBench: A benchmark for adversarial attacks on tabular data (opens in a new tab)
- ECCV (T1)Unmasking-Time Visual Calibration for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models (opens in a new tab)
- KDD (T1)VaaWIT: Visual-Aware Adaptation of Large Language Models for Multilingual Web Image Translation (opens in a new tab)
202522 papers
- NeurocomputingA novel dynamic sparse graph attention framework for cross-domain intelligent diagnosis of rotating machinery (opens in a new tab)
- ACM Comput. Surv.A Survey of Text Watermarking in the Era of Large Language Models (opens in a new tab)
- Inf. FusionAlignable kernel network (opens in a new tab)
- HotStorageCableCache: In-Network Request Deduplication for Key-Value Stores (opens in a new tab)
- ACL (T1)Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? (opens in a new tab)
- ICLR (T1)Can Watermarked LLMs be Identified by Users via Crafted Prompts? (opens in a new tab)
- COLING (T1)ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary (opens in a new tab)
- Knowl. Based Syst.CoLE: A collaborative legal expert prompting framework for large language models in law (opens in a new tab)
- KDD (T1)Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models (opens in a new tab)
- IJCNNGapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition (opens in a new tab)
- IJCNNGenCNER: A Generative Framework for Continual Named Entity Recognition (opens in a new tab)
- CVPR (T1)ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models (opens in a new tab)
202412 papers
- ICLR (T1)A Semantic Invariant Robust Watermark for Large Language Models (opens in a new tab)
- ICLR (T1)An Unforgeable Publicly Verifiable Watermark for Large Language Models (opens in a new tab)
- ACL (T1)Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation (opens in a new tab)
- IEEE Trans. Serv. Comput.Discovering Hierarchical Multi-Instance Business Processes From Event Logs (opens in a new tab)
- Findings of ACLEvaluating Robustness of Generative Search Engine on Adversarial Factoid Questions (opens in a new tab)
- ICSOCLLM-Based Business Process Documentation Generation (opens in a new tab)
- ACL (T1)LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments (opens in a new tab)
- EMNLP (T1)MarkLLM: An Open-Source Toolkit for LLM Watermarking (opens in a new tab)
- Findings of ACLOn the Robustness of Document-Level Relation Extraction Models to Entity Name Variations (opens in a new tab)
- IEEE Geosci. Remote. Sens. Lett.Photogrammetry for Unconstrained Optical Satellite Imagery With Combined Neural Radiance Fields (opens in a new tab)
- TKDE (T1)Reading Broadly to Open Your Mind: Improving Open Relation Extraction With Search Documents Under Self-Supervisions (opens in a new tab)
- ICLR (T1)Towards Understanding Factual Knowledge of Large Language Models (opens in a new tab)
202316 papers
- IEEE ACM Trans. Audio Speech Lang. Process.A Multi-Level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference (opens in a new tab)
- ACL (T1)AMR-based Network for Aspect-based Sentiment Analysis (opens in a new tab)
- Findings of ACLAutomatic Table Union Search with Tabular Representation Learning (opens in a new tab)
- NLPCCECOD: A Multi-modal Dataset for Intelligent Adjudication of E-Commerce Order Disputes (opens in a new tab)
- Findings of ACLEnhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer (opens in a new tab)
- Findings of ACLEntity-to-Text based Data Augmentation for various Named Entity Recognition Tasks (opens in a new tab)
- Findings of ACLExploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing (opens in a new tab)
- IEEE Trans. Syst. Man Cybern. Syst.Formal Modeling and Discovery of Hierarchical Business Processes: A Petri Net-Based Approach (opens in a new tab)
- ICASSP (T1)Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition (opens in a new tab)
- SIGIR (T1)MR2: A Benchmark for Multimodal Retrieval-Augmented Rumor Detection in Social Media (opens in a new tab)
- DASFAAProcess Drift Detection in Event Logs with Graph Convolutional Networks (opens in a new tab)
- ACM MMPrompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction (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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Data
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