HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph. - Yongquan He; Peng Zhang 001; Luchen Liu; Qi Liang 002; Wenyuan Zhang 002; Chuang Zhang (IJCAI, 2021)

Edge Federated Learning for Social Profit Optimality: A Cooperative Game Approach. - Wenyuan Zhang 002; Guangjun Wu; Yongfei Liu; Binbin Li 003; Jiawei Sun (CollaborateCom (1), 2022)

Federated Learning-Based Intrusion Detection on Non-IID Data. - Yongfei Liu; Guangjun Wu; Wenyuan Zhang 002; Jun Li 085 (ICA3PP, 2022)

Privacy-Preserving Deep Learning in Internet of Healthcare Things with Blockchain-Based Incentive. - Wenyuan Zhang 002; Peng Li; Guangjun Wu; Jun Li 085 (KSEM (3), 2022)

Intrusion Detection Based on Sampling and Improved OVA Technique on Imbalanced Data. - Yongfei Liu; Hong Li 004; Wenyuan Zhang 002; Fei Lv 001; Shuaizong Si (CSCWD, 2023)

Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning. - Minghao Tang; Yongquan He; Yongxiu Xu; Hongbo Xu; Wenyuan Zhang 002; Yang Lin (EMNLP (Findings), 2023)

A Boundary Offset Prediction Network for Named Entity Recognition. - Minghao Tang; Yongquan He; Yongxiu Xu; Hongbo Xu; Wenyuan Zhang 002; Yang Lin (EMNLP (Findings), 2023)

Prompting Generative Language Model with Guiding Augmentation for Aspect Sentiment Triplet Extraction. - Kun Huang; Yongxiu Xu; Xinghua Zhang 001; Wenyuan Zhang 002; Hongbo Xu (PRICAI (2), 2023)

FFT: Towards Harmlessness Evaluation and Analysis for LLMs with Factuality, Fairness, Toxicity. - Shiyao Cui; Zhenyu Zhang 006; Yilong Chen; Wenyuan Zhang 002; Tianyun Liu; Siqi Wang; Tingwen Liu (CoRR, 2023)

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking. - Zefeng Zhang; Jiawei Sheng; Chuang Zhang; Liangyunzhi Liangyunzhi; Wenyuan Zhang 002; Siqi Wang; Tingwen Liu (ACL (Findings), 2024)

Dynamic Multi-Scale Context Aggregation for Conversational Aspect-Based Sentiment Quadruple Analysis. - Yuqing Li; Wenyuan Zhang 002; Binbin Li 003; Siyu Jia; Zisen Qi; Xingbang Tan (ICASSP, 2024)

Improving Chinese Spelling Correction with Text-Phonetics Differentiation and Adaptive Fusion. - Wenhao Zhang; Shiyao Cui; Wenyuan Zhang 002; Xinghua Zhang 001; Tingwen Liu; Hongbo Xu (ICASSP, 2024)

Adaptive Data Augmentation for Aspect Sentiment Quad Prediction. - Wenyuan Zhang 002; Xinghua Zhang 001; Shiyao Cui; Kun Huang; Xuebin Wang; Tingwen Liu (ICASSP, 2024)

CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process. - Xiaodong Li 012; Jiawei Sheng; Jiangxia Cao; Wenyuan Zhang 002; Quangang Li; Tingwen Liu (WSDM, 2024)

Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning. - Yongquan He; Xuancheng Huang; Minghao Tang; Lingxun Meng; Xiang Li 067; Wei Lin 022; Wenyuan Zhang 002; Yifu Gao (CoRR, 2024)

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking. - Zefeng Zhang; Jiawei Sheng; Chuang Zhang; Yunzhi Liang; Wenyuan Zhang 002; Siqi Wang; Tingwen Liu (CoRR, 2024)

Revealing the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. - Wenyuan Zhang 002; Jiawei Sheng; Shuaiyi Nie; Zefeng Zhang; Xinghua Zhang 001; Yongquan He; Tingwen Liu (CoRR, 2024)

MoR: Mixture of Ranks for Low-Rank Adaptation Tuning. - Chuanyu Tang; Yilong Chen; Zhenyu Zhang 006; Junyuan Shang; Wenyuan Zhang 002; Yong Huang; Tingwen Liu (CoRR, 2024)

Incorporating Communication Style and Interaction of Speakers for Sarcasm Explanation in Dialogue. - Yuqing Li; Wenyuan Zhang 002; Zheng Lin 001; Guoxuan Ding; Weiping Wang 005 (SIGIR, 2025)

Dual-perspective Data Augmentation and Curriculum Learning Framework for Low-resource Complex Named Entity Recognition. - Mengxiao Song; Tianyun Liu; Wenyuan Zhang 002; Quangang Li; Tingwen Liu (SIGIR, 2025)

S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models. - Wenyuan Zhang 002; Shuaiyi Nie; Xinghua Zhang 001; Zefeng Zhang; Tingwen Liu (CoRR, 2025)