WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training. - Yuqi Huo; Manli Zhang; Guangzhen Liu; Haoyu Lu; Yizhao Gao 004; Guoxing Yang; Jingyuan Wen; Heng Zhang; Baogui Xu; Weihao Zheng; Zongzheng Xi; Yueqian Yang; et al. (CoRR, 2021)

Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network. - Zheng Gong 001; Kun Zhou 002; Wayne Xin Zhao; Jing Sha; Shijin Wang 001; Ji-Rong Wen (ACL (1), 2022)

Tipster: A Topic-Guided Language Model for Topic-Aware Text Segmentation. - Zheng Gong 001; Shiwei Tong; Han Wu 002; Qi Liu 003; Hanqing Tao; Wei Huang 002; Runlong Yu (DASFAA (3), 2022)

JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding. - Wayne Xin Zhao; Kun Zhou 002; Zheng Gong 001; Beichen Zhang; Yuanhang Zhou; Jing Sha; Zhigang Chen 003; Shijin Wang 001; Cong Liu 006; Ji-Rong Wen (KDD, 2022)

ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models. - Junyi Li; Tianyi Tang; Zheng Gong 001; Lixin Yang 005; Zhuohao Yu 001; Zhipeng Chen 001; Jingyuan Wang 001; Xin Zhao 018; Ji-Rong Wen (NAACL-HLT, 2022)

Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training. - Yuting Ning; Zhenya Huang; Xin Lin 005; Enhong Chen; Shiwei Tong; Zheng Gong 001; Shijin Wang 001 (AAAI, 2023)

Diagnosis Then Aggregation: An Adaptive Ensemble Strategy for Keyphrase Extraction. - Xin Jin; Qi Liu 003; Linan Yue; Ye Liu 011; Lili Zhao 002; Weibo Gao; Zheng Gong 001; Kai Zhang 038; Haoyang Bi (CICAI (1), 2023)

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models. - Zhipeng Chen 001; Kun Zhou 002; Beichen Zhang; Zheng Gong 001; Xin Zhao 018; Ji-Rong Wen (EMNLP (Findings), 2023)

Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification. - Zheng Gong 001; Guifeng Wang; Ying Sun 006; Qi Liu 003; Yuting Ning; Hui Xiong 001; Jingyu Peng (IJCAI, 2023)

JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving. - Xin Zhao 018; Kun Zhou 002; Beichen Zhang; Zheng Gong 001; Zhipeng Chen 001; Yuanhang Zhou; Ji-Rong Wen; Jing Sha; Shijin Wang 001; Cong Liu 006; Guoping Hu (KDD, 2023)

An Energy-centric Framework for Category-free Out-of-distribution Node Detection in Graphs. - Zheng Gong 001; Ying Sun 006 (KDD, 2024)

Graph Reasoning Enhanced Language Models for Text-to-SQL. - Zheng Gong 001; Ying Sun 006 (SIGIR, 2024)

Multi-dimensional ability diagnosis for machine learning algorithms. - Qi Liu 003; Zheng Gong 001; Zhenya Huang; Chuanren Liu; Hengshu Zhu; Zhi Li 057; Enhong Chen; Hui Xiong 001 (Sci. China Inf. Sci., 2024)

Exploring Hypergraph Condensation via Variational Hyperedge Generation and Multi-Aspectual Amelioration. - Zheng Gong 001; Shuheng Shen; Changhua Meng; Ying Sun 006 (WWW, 2025)

A Comprehensive Survey on Self-Interpretable Neural Networks. - Yang Ji 004; Ying Sun 006; Yuting Zhang; Zhigaoyuan Wang; Yuanxin Zhuang; Zheng Gong 001; Dazhong Shen; Chuan Qin 002; Hengshu Zhu; Hui Xiong 001 (CoRR, 2025)