Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning. - Daochen Zha; Kwei-Herng Lai; Mingyang Wan; Xia Hu 001 (ICDM, 2020)

Modeling Techniques for Machine Learning Fairness: A Survey. - Mingyang Wan; Daochen Zha; Ninghao Liu; Na Zou 001 (CoRR, 2021)

Expanding Large Pre-trained Unimodal Models with Multimodal Information Injection for Image-Text Multimodal Classification. - Tao Liang; Guosheng Lin; Mingyang Wan; Tianrui Li 001; Guojun Ma; Fengmao Lv (CVPR, 2022)

Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis. - Jianyang Zhang; Tao Liang; Mingyang Wan; Guowu Yang; Fengmao Lv (EMNLP, 2022)

In-Processing Modeling Techniques for Machine Learning Fairness: A Survey. - Mingyang Wan; Daochen Zha; Ninghao Liu; Na Zou 001 (ACM Trans. Knowl. Discov. Data, 2023)

Smart Issue Detection for Large-Scale Online Service Systems Using Multi-Channel Data. - Liushan Chen; Yu Pei 001; Mingyang Wan; Zhihui Fei; Tao Liang; Guojun Ma (FASE, 2024)

EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution. - Xi Su; Xiangfei Shen; Mingyang Wan; Jing Nie 001; Lihui Chen 002; Haijun Liu 001; Xichuan Zhou (AAAI, 2025)

PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. - Ming Zhang 030; Yuhui Wang; Yujiong Shen; Tingyi Yang; Changhao Jiang; Yilong Wu; Shihan Dou; Qinhao Chen; Zhiheng Xi; Zhihao Zhang 002; Yi Dong; Zhen Wang 020; et al. (ACL (Findings), 2025)

KPEE: A Two-Stage Proposal-Based Reformulation of Event Extraction. - Hengrui Song; Mingyang Wan; Jiajun Wang; Tao Liang; Shannan Yan; Chun Yuan; Guojun Ma (ICIC (23), 2025)

Predicting Large Language Model Capabilities on Closed-Book QA Tasks Using Only Information Available Prior to Training. - Changhao Jiang; Ming Zhang 030; Junjie Ye; Xiaoran Fan; Yifei Cao; Jiajun Sun; Zhiheng Xi; Shihan Dou; Yi Dong; Yujiong Shen; Jingqi Tong; Zhen Wang 020; et al. (CoRR, 2025)

AnyEdit: Edit Any Knowledge Encoded in Language Models. - Houcheng Jiang; Junfeng Fang; Ningyu Zhang 001; Guojun Ma; Mingyang Wan; Xiang Wang 010; Xiangnan He 001; Tat-Seng Chua (CoRR, 2025)

Route Sparse Autoencoder to Interpret Large Language Models. - Wei Shi; Sihang Li 002; Tao Liang; Mingyang Wan; Gojun Ma; Xiang Wang 010; Xiangnan He 001 (CoRR, 2025)

Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning. - Jingqi Tong; Jixin Tang; Hangcheng Li; Yurong Mou; Ming Zhang 030; Jun Zhao 019; Yanbo Wen; Fan Song; Jiahao Zhan; Yuyang Lu; Chaoran Tao; Zhiyuan Guo; et al. (CoRR, 2025)

SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents. - Changhao Jiang; Jiajun Sun; Yifei Cao; Jiabao Zhuang; Hui Li; Xiaoran Fan; Ming Zhang 030; Junjie Ye; Shihan Dou; Zhiheng Xi; Jingqi Tong; Yilong Wu; et al. (CoRR, 2025)

LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models. - Ming Zhang 030; Yujiong Shen; Jingyi Deng; Yuhui Wang; Yue Zhang 004; Junzhe Wang; Shichun Liu; Shihan Dou; Huayu Sha; Qiyuan Peng; Changhao Jiang; Jingqi Tong; et al. (CoRR, 2025)