Renqiu Xia
助理教授
Works on multimodal reasoning models, multi-agent systems and neural architecture search for document understanding and scientific reasoning.
Renqiu Xia's lab at SJTU works on reasoning & agents, multimodal & grounded language and reasoning & neuro-symbolic AI. 13 papers since 2023, 13 at top venues, mostly ICLR and NeurIPS. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 100%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 2 papers2026 · T1 2 · collecting
- 7 papers2025 · T1 7
- 4 papers2024 · T1 4
- 0 papers2023 · T1 0
T1 venuesOtherVenues: ICLR, NeurIPS, CVPR, ICASSP, ACL
Research focuspaper titles that use each topic's words
- Multimodal & grounded language2 papers
- Reasoning & agents1 paper
- Reasoning & neuro-symbolic AI1 paper
- reasoning1 paper
- neural architecture0 papers
Paper list
From the lab homepage.
20262 papers
20257 papers
- NeurIPS (T1)Bootstrapping Hierarchical Autoregressive Formal Reasoner with Chain-of-Proxy-Autoformalization (opens in a new tab)
- ICCV (T1)Chimera: Improving Generalist Model with Domain-Specific Experts (opens in a new tab)
- NeurIPS (T1)Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing (opens in a new tab)
- ICLR (T1)GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training (opens in a new tab)
- CVPR (T1)Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching (opens in a new tab)
- ICASSP (T1)LaTeXNet: A Specialized Model for Converting Visual Tables and Equations to LaTeX Code (opens in a new tab)
- ACL (T1)SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing (opens in a new tab)
20244 papers
- ICASSP (T1)Efficient Architecture Search for Real-Time Instance Segmentation (opens in a new tab)
- CVPR (T1)Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression (opens in a new tab)
- ICLR (T1)ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation (opens in a new tab)
- NeurIPS (T1)Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
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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.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
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