个人资料
教育经历工作经历个人简介王萁淇现为南开大学统计与数据科学学院讲师，博士毕业于新西兰 奥克兰大学，研究方向为大语言模型、知识表征、人工智能法律等研究。在ACL、AAAI、NAACL 等中国计算机学会（CCF）推荐的顶级会议发表论文14篇（其 中CCF-A/B级论文12篇），同时在IEEE Transactions on Affective Computing、 Information Fusion 等 SCI 期刊发表论文7篇（其中SCI一区4篇）。 研究领域教学工作科研项目论文著作^ Corresponding Author; * Equal Contributions Conference 1. LegalChainReasoner: Grounding Criminal Judicial Opinion Generation via Structured Legal Chains Weizhe Shi*, Qiqi Wang*^, Yihong Pan, Qian Liu, Kaiqi Zhao. The 64th Annual Meeting of the Association for Computational Linguistics (ACL' 2026) 2. DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI Senbo Zhang*, Qiqi Wang*^, Fanghao Lou, Guanyu Chen, Yihong Pan, Huijia Li, Qian Liu. The 64th Annual Meeting of the Association for Computational Linguistics (ACL' 2026) 3. P-LawBench: Public-Oriented Benchmarking for LegalAI Qiaoyu Zheng*, Zehan Ma*, Yijing Zhang*, Qiqi Wang*^, Huijia Li, Qian Liu. The 64th Annual Meeting of the Association for Computational Linguistics (ACL' 2026) 4. Less is More: Knowledge-Aware Compression for Long Legal Judgment Prediction Fanghao Lou*, Qiqi Wang*^, Guanyu Chen, Senbo Zhang, Kaiqi Zhao, Qian Liu, Huijia Li. Findings of the Association for Computational Linguistics: ACL 2026 5. ZipLJP: Zipped Information Processor for Legal Judgment Prediction Fanghao Lou*, Qiqi Wang*^, Guanyu Chen, Kaiqi Zhao, Huijia Li. The 40th Annual AAAI Conference on Artificial Intelligence (AAAI' 2026) 6. REFINE: A Resource-Efficient LLM-based Approach for Next Top-K POI Recommendation Yihong Pan*, Qiqi Wang*^, Ziyi Jiang, Weizhe Shi, Zhipeng Lin, Huijia Li, Kaiqi Zhao. The 31st International Conference on Database Systems for Advanced Applications (DASFAA' 2026) 7. Relation-Aware Multimodal Analogical Reasoning with Modality Fingerprints and Adaptive Gating Ruofan Wang, Zijian Huang, Qiqi Wang, Yuchen Su, Robert Amor, Kaiqi Zhao and Meng-Fen Chiang. The Web Conference 2026 (WWW' 2026) 8. PMME: Spatio-Temporal Few-shot Learning via Pattern Matching with Memory Enhancement Ziyang Ji, Xiaobin Ren, Qiqi Wang, Kaiqi Zhao. The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD' 2026) 9. HUSK: A Hierarchically Structured Urban Knowledge Graph Dataset for Multi-Level Spatial Tasks Qiqi Wang*, Guanjin Wang*, Yihong Pan, Zhipeng Lin, Huijia Li, Qian Liu, Kaiqi Zhao. The 34th ACM International Conference on Information and Knowledge Management (CIKM' 2025) 10. RECAST: Route-Enhanced Conditional Anomalous Sub-trajectory Detection Ziyi Jiang, Qiqi Wang, Xuyang Sun, Gillian Dobbie, Xiaoling Lu, Yalei Du, Yuanyuan Zhang, Kaiqi Zhao. The 33rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL' 2025) 11. SKGSum: Structured Knowledge-Guided Document Summarization Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Jiamou Liu, Xianda Zheng, Zeyu Zhang, Zijian Huang. Findings of the Association for Computational Linguistics: ACL 2024 12. Towards Legal Judgment Summarization: A Structure-Enhanced Approach Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Xianda Zheng, Zeyu Zhang, Zijian Huang. The 26th European Conference on Artificial Intelligence (ECAI' 2023) 13. D2GCLF: Document-to-Graph Classifier for Legal Document Classification Qiqi Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Ruofan Wang. Findings of the Association for Computational Linguistics: NAACL 2022 14. DRVC: A Framework of Any-to-Any Voice Conversion with Self-Supervised Learning Qiqi Wang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP' 2022) Journal 1. Long-Context Mental Health Assessment with Large Language Models via Knowledge Compression Fanghao Lou*, Qiqi Wang*^, Huijia Li, Qian Liu. IEEE Transactions on Affective Computing 2. Legal knowledge infusion for large language models: A survey Qian Liu, Hang Yu, Qiqi Wang, Qi Xu, Jinpeng Li, Zhuoqun Zou, Rui Mao, Erik Cambria. Information Fusion 3. Interpretable graph clustering on massive attribute networks via multi-agent dynamic game Huijia Li, Fanghao Lou, Qiqi Wang^, Guijun Li. Chaos, Solitons & Fractals 学术交流荣誉奖励学术成果 |