A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. - Xi Chen 073; Xinjiang Lu; Haoran Xin 001; Wenjun Peng; Haoyang Duan; Feihu Jiang; Jingbo Zhou; Hui Xiong 001 (EMNLP (Findings), 2023)

Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach. - Feihu Jiang; Chuan Qin 002; Jingshuai Zhang; Kaichun Yao; Xi Chen 073; Dazhong Shen; Chen Zhu 003; Hengshu Zhu; Hui Xiong 001 (ICME, 2024)

Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting. - Xi Chen 073; Chuan Qin 002; Zhigaoyuan Wang; Yihang Cheng 001; Chao Wang 086; Hengshu Zhu; Hui Xiong 001 (IJCAI, 2024)

Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking. - Xi Chen 073; Chuan Qin 002; Chuyu Fang; Chao Wang 086; Chen Zhu 003; Fuzhen Zhuang; Hengshu Zhu; Hui Xiong 001 (NeurIPS, 2024)

TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations. - Mingze Gao; Jingyu Liu; Mingda Li; Jiangtao Xie; Qingbin Liu; Bo Zhao; Xi Chen 073; Hui Xiong 001 (CoRR, 2024)

From Missteps to Mastery: Enhancing Low-Resource Dense Retrieval through Adaptive Query Generation. - Zhenyu Tong; Chuan Qin 002; Chuyu Fang; Kaichun Yao; Xi Chen 073; Jingshuai Zhang; Chen Zhu 003; Hengshu Zhu (KDD (1), 2025)

COTR: Efficient Job Task Recognition for Occupational Information Systems with Class-Incremental Learning. - Chuan Qin 002; Chuyu Fang; Kaichun Yao; Xi Chen 073; Fuzhen Zhuang; Hengshu Zhu (ACM Trans. Manag. Inf. Syst., 2025)

A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. - Chuan Qin 002; Le Zhang 010; Yihang Cheng 001; Rui Zha; Dazhong Shen; Qi Zhang 053; Xi Chen 073; Ying Sun 006; Chen Zhu 003; Hengshu Zhu; Hui Xiong 001 (Proc. IEEE, 2025)

SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models. - Chuan Qin 002; Xin Chen; Chengrui Wang; Pengmin Wu; Xi Chen 073; Yihang Cheng 001; Jingyi Zhao; Meng Xiao 001; Xiangchao Dong; Qingqing Long; Boya Pan; Han Wu 002; et al. (CoRR, 2025)