Lu Chen
Associate Professor
Works on foundations of large language models, LLM agents and their applications in scientific domains in the X-LANCE lab.
Lu Chen's lab at SJTU works on large language models and reasoning & agents. 12 papers since 2023, 9 at top venues, mostly ICML and NeurIPS. 5 alumni. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 75%
- PhD students
- —
- MS students
- —
- alumni listed
- 5
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 5
- 4 papers2024 · T1 3
- 1 papers2023 · T1 1
T1 venuesOtherVenues: ICML, NeurIPS, ACL, AAAI
Research focuspaper titles that use each topic's words
- Large language models6 papers
- Reasoning & agents0 papers
- x-lance0 papers
- llm agents0 papers
- llm0 papers
Paper list
From the lab homepage.
20257 papers
- Cell Reports Physical ScienceDeveloping ChemDFM as A Large Language Foundation Model for Chemistry
- ICML (T1)Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
- NAACL WorkshopMobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation
- NeurIPS (T1)MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
- ACL (T1)NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
- ICML (T1)Reducing Tool Hallucination via Reliability Alignment
- NeurIPS (T1)Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
20244 papers
- Science China Information SciencesChemDFM-X: Towards Large Multimodal Model for Chemistry
- ICML (T1)Evolving Subnetwork Training for Large Language Models
- ACL (T1)IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
- AAAI (T1)SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
20231 paper
- NeurIPS (T1)Large Language Models Are Semi-Parametric Reinforcement Learning Agent
Where alumni went5 listed
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Your notes
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Not collected
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
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