Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing. - Yongrui Chen 002; Shenyu Zhang 002; Guilin Qi; Xinnan Guo (NeurIPS, 2023)

MATEval: A Multi-agent Discussion Framework for Advancing Open-Ended Text Evaluation. - Yu Li 021; Shenyu Zhang 002; Rui Wu 010; Xiutian Huang; Yongrui Chen 002; Wenhao Xu; Guilin Qi; Dehai Min (DASFAA (7), 2024)

DEE: Dual-Stage Explainable Evaluation Method for Text Generation. - Shenyu Zhang 002; Yu Li 021; Rui Wu 010; Xiutian Huang; Yongrui Chen 002; Wenhao Xu; Guilin Qi (DASFAA (7), 2024)

Robust annotation aggregation in crowdsourcing via enhanced worker ability modeling. - Ju Chen; Jun Feng 001; Shenyu Zhang 002; Xiaodong Li 007; Hamza Djigal (Inf. Process. Manag., 2025)

DST: Continual event prediction by decomposing and synergizing the task commonality and specificity. - Yuxin Zhang; Songlin Zhai; Yongrui Chen 002; Shenyu Zhang 002; Sheng Bi; Yuan Meng; Guilin Qi (Inf. Process. Manag., 2025)

Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems. - Yuxin Zhang; Yan Wang; Yongrui Chen 002; Shenyu Zhang 002; Xinbang Dai; Sheng Bi; Guilin Qi (CoRR, 2025)

OneEval: Benchmarking LLM Knowledge-intensive Reasoning over Diverse Knowledge Bases. - Yongrui Chen 002; Zhiqiang Liu; Jing Yu; Lin Ren; Nan Hu 004; Xinbang Dai; Jiajun Liu; Jiazhen Kang; Shenyu Zhang 002; Xinda Wang 005; Keyan Ding; Pengfei Shen; et al. (CoRR, 2025)

Understanding the Essence: Delving into Annotator Prototype Learning for Multi-Class Annotation Aggregation. - Ju Chen; Jun Feng 001; Shenyu Zhang 002 (CoRR, 2025)

Pandora: Leveraging Code-driven Knowledge Transfer for Unified Structured Knowledge Reasoning. - Yongrui Chen 002; Junhao He; Linbo Fu; Shenyu Zhang 002; Rihui Jin; Xinbang Dai; Jiaqi Li; Dehai Min; Nan Hu 004; Yuxin Zhang; Guilin Qi; Yi Huang; et al. (CoRR, 2025)

K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling. - Yongrui Chen 002; Yi Huang; Yunchang Liu; Shenyu Zhang 002; Junhao He; Tongtong Wu; Guilin Qi; Tianxing Wu 001 (CoRR, 2025)

IGen: Redefining long-term event prediction with iterative generation and dynamic balancing. - Yuxin Zhang; Yan Wang; Songlin Zhai; Yongrui Chen 002; Shenyu Zhang 002; Yuan Meng; Zhihua Chai; Sheng Bi; Guilin Qi (Inf. Process. Manag., 2026)