Lianhui Qin
Assistant Professor
Studies machine reasoning and text generation with large language models, including LLMs for science and health.
Lianhui Qin's lab at UCSD works on large language models and reasoning & agents. 16 papers since 2023, 13 at top venues, mostly NeurIPS and ICML. 7 PhD students. Applications close .
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 81%
- PhD students
- 7
- MS students
- 0
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 6 papers2026 · T1 5 · collecting
- 6 papers2025 · T1 4
- 3 papers2024 · T1 3
- 1 papers2023 · T1 1
T1 venuesOtherVenues: NeurIPS, ICML, ICLR, EMNLP, NAACL
Research focuspaper titles that use each topic's words
- Large language models9 papers
- Reasoning & agents8 papers
- llms3 papers
- text generation0 papers
- studies machine0 papers
Paper list
From the lab homepage.
20266 papers
- NeurIPS (T1)Auto-Configuring Scientific Simulators with Lightweight Coding-Agent Adapters (opens in a new tab)
- COLMDeliveryBench: Can Agents Earn Profit in Real World? (opens in a new tab)
- ICLR (T1)LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning (opens in a new tab)
- NeurIPS (T1)SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning (opens in a new tab)
- ICLR (T1)Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation (opens in a new tab)
- ICML (T1)TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models (opens in a new tab)
20256 papers
- NeurIPS (T1)Compiler Optimization via LLM Reasoning for Efficient Model Serving
- ICML (T1)Flow of Reasoning: Efficient Training of LLM Policy with Divergent Thinking (opens in a new tab)
- NeurIPS (T1)KVFlow: Efficient Prefix Caching for Accelerating LLM-based Multi-Agent Workflows
- NeurIPS --SpotlightSimWorld: An Open-ended Simulator for Agents in Physical and Social Worlds (opens in a new tab)
- NeurIPS (T1)Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
- NeurIPS datasets and benchmarks trackToward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
20243 papers
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCSDFall 2027
UCSD CSE Computer Science PhD
- Round
- Single round
- 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 alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
UCSDcloses