Visually Compatible Home Decor Recommendations Using Object Detection and Product Matching. - Unaiza Ahsan; Yuanbo Wang 001; Alexander Guo; Kevin D. Tynes; Tianlong Xu; Estelle Afshar; Xiquan Cui (CSCI, 2021)

Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication. - Gaoyang Liu; Tianlong Xu; Xiaoqiang Ma; Chen Wang 011 (IEEE Trans. Inf. Forensics Secur., 2022)

United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories. - Tianlong Xu; Chen Wang 011; Gaoyang Liu; Yang Yang 060; Kai Peng 001; Wei Liu 004 (NeurIPS, 2024)

Bringing Generative AI to Adaptive Learning in Education. - Hang Li 007; Tianlong Xu; Chaoli Zhang 001; Eason Chen; Jing Liang 008; Xing Fan; Haoyang Li; Jiliang Tang; Qingsong Wen (CoRR, 2024)

Automate Knowledge Concept Tagging on Math Questions with LLMs. - Hang Li 007; Tianlong Xu; Jiliang Tang; Qingsong Wen (CoRR, 2024)

Large Language Models for Education: A Survey and Outlook. - Shen Wang 005; Tianlong Xu; Hang Li 007; Chaoli Zhang 001; Joleen Liang; Jiliang Tang; Philip S. Yu; Qingsong Wen (CoRR, 2024)

Knowledge Tagging System on Math Questions via LLMs with Flexible Demonstration Retriever. - Hang Li 007; Tianlong Xu; Jiliang Tang; Qingsong Wen (CoRR, 2024)

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection. - Yibo Yan; Shen Wang 005; Jiahao Huo; Hang Li 007; Boyan Li; Jiamin Su; Xiong Gao; Yifan Zhang 004; Tianlong Xu; Zhendong Chu; Aoxiao Zhong; Kun Wang 042; et al. (CoRR, 2024)

Foundation Models for Education: Promises and Prospects. - Tianlong Xu; Richard Jiarui Tong; Jing Liang 008; Xing Fan; Haoyang Li; Qingsong Wen (IEEE Intell. Syst., 2024)

Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models. - Gaoyang Liu; Tianlong Xu; Rui Zhang 066; Zixiong Wang; Chen Wang 011; Ling Liu 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Dynamic modeling and reliability analysis of satellite antenna deployment mechanism based on parameter uncertainty. - Ke Wang; Hua-Ming Qian; Jinhua Mi; Tianlong Xu; Hong-Zhong Huang (Qual. Reliab. Eng. Int., 2024)

Knowledge Tagging with Large Language Model Based Multi-Agent System. - Hang Li 007; Tianlong Xu; Ethan Chang; Qingsong Wen (AAAI, 2025)

AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction. - Tianlong Xu; Yifan Zhang 004; Zhendong Chu; Shen Wang 005; Qingsong Wen (AAAI, 2025)

Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions. - Hang Li 007; Tianlong Xu; Kaiqi Yang 001; Yucheng Chu; Yanling Chen; Yichi Song; Qingsong Wen; Hui Liu 031 (ACL (1), 2025)

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education. - Yifan Zhang 004; Hang Li 007; Dingjie Song; Lichao Sun 001; Tianlong Xu; Qingsong Wen (CoRR, 2025)

Aligning Multimodal LLM with Human Preference: A Survey. - Tao Yu; Yifan Zhang 004; Chaoyou Fu; Junkang Wu; Jinda Lu; Kun Wang 056; Xingyu Lu; Yunhang Shen; Guibin Zhang; Dingjie Song; Yibo Yan; Tianlong Xu; et al. (CoRR, 2025)