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publications
Medical Scene Graphs and Reasoning
Published in IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021
Recommended citation: C. Cao et al., "Medical Scene Graphs and Reasoning," 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Houston, TX, USA, 2021, pp. 645-648, doi: 10.1109/BIBM52615.2021.9669882.
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ScholarGPT: Fine-tuning Large Language Models for Discipline-Specific Academic Paper Writing
Published in Pacific-Asia Conference on Information Systems (PACIS), 2024
Recommended citation: Cao, Chuxue; Yuan, Ziqing; and Chen, Hailiang, "ScholarGPT: Fine-tuning Large Language Models for Discipline-Specific Academic Paper Writing" (2024). PACIS 2024 Proceedings. 1. https://aisel.aisnet.org/pacis2024/track04_dessci/track04_dessci/1
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Measuring Hong Kong Massive Multi-Task Language Understanding
Published in arXiv, 2025
Recommended citation: Cao C, Zhu Z, Zhu J, et al. Measuring Hong Kong Massive Multi-Task Language Understanding[J]. arXiv preprint arXiv:2505.02177, 2025.
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SafeLawBench: Towards Safe Alignment of Large Language Models
Published in ACL Findings 2025, 2025
Recommended citation: Cao C, Zhu H, Ji J, et al. SafeLawBench: Towards Safe Alignment of Large Language Models[J]. arXiv preprint arXiv:2506.06636, 2025.
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Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
Published in EMNLP 2025, 2025
Recommended citation: Cao C, Li M, Dai J, et al. Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving[J]. arXiv preprint arXiv:2506.17104, 2025.
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MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data
Published in arXiv, 2025
Recommended citation: Zhu Z, Cao C, Han S, et al. MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data. arXiv preprint arXiv:2512.13297, 2025.
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From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
Published in ACL Findings, 2026
Recommended citation: Luo J, Tian Y, Cao C, et al. From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms. Preprints, 2026.
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Trustworthy Legal Reasoning: A Comprehensive Survey
Published in Preprints, 2026
Recommended citation: Han S, Kou Z, Li R, et al. Trustworthy Legal Reasoning: A Comprehensive Survey. Preprints, 2026.
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LRAS: Advanced Legal Reasoning with Agentic Search
Published in arXiv, 2026
Recommended citation: Zhou Y, Cao C, Yang J, et al. LRAS: Advanced Legal Reasoning with Agentic Search. arXiv preprint arXiv:2601.07296, 2026.
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Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training
Published in Technical Report, Shanghai AI Lab, 2026
Recommended citation: Cao C, Lin H, Zhong Z, et al. Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training. arXiv preprint arXiv:2603.07223, 2026.
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Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification in Language Models
Published in ICML 2026, 2026
Recommended citation: Cao C, Yang J, Li H, et al. Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification in Language Models. ICML, 2026.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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