A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression. - Mingming Sun 001; Wenyue Hua; Zoey Liu; Xin Wang 017; Kangjie Zheng; Ping Li 001 (EMNLP (1), 2020)

Multi-source data repairing powered by integrity constraints and source reliability. - Chen Ye 003; Hongzhi Wang 001; Kangjie Zheng; Jing Gao 004; Jianzhong Li 001 (Inf. Sci., 2020)

Constrained Truth Discovery (Extended Abstract). - Chen Ye 003; Hongzhi Wang 001; Kangjie Zheng; Youkang Kong; Rong Zhu; Jing Gao 004; Jianzhong Li 001 (ICDE, 2021)

Optimistic Exploration Based on Categorical-DQN for Cooperative Markov Games. - Yu Tian; Chengwei Zhang 001; Qing Guo 005; Kangjie Zheng; Wanqing Fang; Xintian Zhao; Shiqi Zhang (DAI, 2022)

Method to enhance deep learning fault diagnosis by generating adversarial samples. - Jie Cao 014; Jialin Ma; Dailin Huang; Ping Yu 004; Jinhua Wang 005; Kangjie Zheng (Appl. Soft Comput., 2022)

Advertising Impression Resource Allocation Strategy with Multi-Level Budget Constraint DQN in Real-Time Bidding. - Chengwei Zhang 001; Kangjie Zheng; Yu Tian; Wanli Xue; Tianpei Yang; Dou An; Yongqi Pi; Rong Chen 003 (Neurocomputing, 2022)

Constrained Truth Discovery. - Chen Ye 003; Hongzhi Wang 001; Kangjie Zheng; Youkang Kong; Rong Zhu; Jing Gao 004; Jianzhong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Towards a Unified Training for Levenshtein Transformer. - Kangjie Zheng; Longyue Wang; Zhihao Wang; Binqi Chen; Ming Zhang 004; Zhaopeng Tu (ICASSP, 2023)

Zero-shot Node Classification with Graph Contrastive Embedding Network. - Wei Ju 001; Yifang Qin; Siyu Yi; Zhengyang Mao; Kangjie Zheng; Luchen Liu; Xiao Luo 001; Ming Zhang 004 (Trans. Mach. Learn. Res., 2023)

A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers. - Chenyang Huang 001; Hao Zhou 012; Cameron Jen; Kangjie Zheng; Osmar R. Zaïane; Lili Mou (EMNLP (Findings), 2024)

Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective. - Junwei Yang; Kangjie Zheng; Siyu Long; Zaiqing Nie; Ming Zhang 004; Xinyu Dai; Wei-Ying Ma; Hao Zhou 012 (ICML, 2024)

ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling. - Kangjie Zheng; Siyu Long; Tianyu Lu; Junwei Yang; Xinyu Dai; Ming Zhang 004; Zaiqing Nie; Wei-Ying Ma; Hao Zhou 012 (ICML, 2024)

Humanization Evaluation of Shower Wheelchairs in Eldercare Facilities. - Kangjie Zheng; Fred Han; Zhenguo Yuan (i-CREATe, 2024)

Multi-Scale Protein Language Model for Unified Molecular Modeling. - Kangjie Zheng; Siyu Long; Tianyu Lu; Junwei Yang; Xinyu Dai; Ming Zhang 004; Zaiqing Nie; Wei-Ying Ma; Hao Zhou 012 (CoRR, 2024)

SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision. - Kangjie Zheng; Siyue Liang; Junwei Yang; Bin Feng; Zequn Liu; Wei Ju 001; Zhiping Xiao 001; Ming Zhang 004 (ICLR, 2025)

ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models. - Kangjie Zheng; Junwei Yang; Siyue Liang; Bin Feng; Zequn Liu; Wei Ju 001; Zhiping Xiao 001; Ming Zhang 004 (CoRR, 2025)

A novel deep reinforcement learning for POMDP-based autonomous ship collision decision-making. - Xinyu Zhang; Kangjie Zheng; Chengbo Wang 001; Jihong Chen; Huaiyuan Qi (Neural Comput. Appl., 2025)