Teaching Machines to Ask Questions. - Kaichun Yao; Libo Zhang 001; Tiejian Luo; Lili Tao; Yanjun Wu (IJCAI, 2018)

Deep reinforcement learning for extractive document summarization. - Kaichun Yao; Libo Zhang 001; Tiejian Luo; Yanjun Wu (Neurocomputing, 2018)

Dual Encoding for Abstractive Text Summarization. - Kaichun Yao; Libo Zhang 001; Dawei Du; Tiejian Luo; Lili Tao; Yanjun Wu (IEEE Trans. Cybern., 2020)

An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment. - Kaichun Yao; Chuan Qin 002; Hengshu Zhu; Chao Ma 022; Jingshuai Zhang; Yi Du; Hui Xiong 001 (CIKM, 2021)

Non-deterministic and emotional chatting machine: learning emotional conversation generation using conditional variational autoencoders. - Kaichun Yao; Libo Zhang 001; Tiejian Luo; Dawei Du; Yanjun Wu (Neural Comput. Appl., 2021)

Knowledge Enhanced Person-Job Fit for Talent Recruitment. - Kaichun Yao; Jingshuai Zhang; Chuan Qin 002; Peng Wang 173; Hengshu Zhu; Hui Xiong 001 (ICDE, 2022)

ResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-training. - Kaichun Yao; Jingshuai Zhang; Chuan Qin 002; Xin Song; Peng Wang 173; Hengshu Zhu; Hui Xiong 001 (ICDE, 2023)

RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment. - Chuyu Fang; Chuan Qin 002; Qi Zhang 053; Kaichun Yao; Jingshuai Zhang; Hengshu Zhu; Fuzhen Zhuang; Hui Xiong 001 (KDD, 2023)

Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph. - Chenguang Du; Kaichun Yao; Hengshu Zhu; Deqing Wang; Fuzhen Zhuang; Hui Xiong 001 (SIGIR, 2023)

Towards Automatic Job Description Generation With Capability-Aware Neural Networks. - Chuan Qin 002; Kaichun Yao; Hengshu Zhu; Tong Xu 001; Dazhong Shen; Enhong Chen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models. - Feihu Jiang; Chuan Qin 002; Kaichun Yao; Chuyu Fang; Fuzhen Zhuang; Hengshu Zhu; Hui Xiong 001 (DASFAA (4), 2024)

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)

Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews. - Chuan Qin 002; Hengshu Zhu; Dazhong Shen; Ying Sun 006; Kaichun Yao; Peng Wang 173; Hui Xiong 001 (ACM Trans. Inf. Syst., 2024)

Mining technology trends in scientific publications: a graph propagated neural topic modeling approach. - Chenguang Du; Kaichun Yao; Hengshu Zhu; Deqing Wang; Fuzhen Zhuang; Hui Xiong 001 (Knowl. Inf. Syst., 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)

CARL: Unsupervised Code-Based Adversarial Attacks for Programming Language Models via Reinforcement Learning. - Kaichun Yao; Hao Wang 093; Chuan Qin 002; Hengshu Zhu; Yanjun Wu; Libo Zhang 001 (ACM Trans. Softw. Eng. Methodol., 2025)

KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering. - Hongyu Lin; Haoran Luo; Hanghang Cao; Yang Liu; Shihao Gao; Kaichun Yao; Libo Zhang 001; Mingjie Xing; Yanjun Wu (CoRR, 2025)

BYOS: Knowledge-driven Large Language Models Bring Your Own Operating System More Excellent. - Hongyu Lin; Yuchen Li; Haoran Luo; Kaichun Yao; Libo Zhang 001; Mingjie Xing; Yanjun Wu (CoRR, 2025)

Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning. - Haolin Pan; Hongyu Lin; Haoran Luo; Yang Liu; Kaichun Yao; Libo Zhang 001; Mingjie Xing; Yanjun Wu (CoRR, 2025)

OS-R1: Agentic Operating System Kernel Tuning with Reinforcement Learning. - Hongyu Lin; Yuchen Li; Haoran Luo; Kaichun Yao; Libo Zhang 001; Mingjie Xing; Yanjun Wu (CoRR, 2025)