Tianlong Xu

According to our database, Tianlong Xu authored at least 21 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Breaking the Boundary Barrier: Robust Model Fingerprinting via Unlearnable Examples in Model-Parameter Space.

Tianlong Xu, Zixiong Wang, Gaoyang Liu, Jian Chen, Ahmed M. Abdelmoniem, Chen Wang

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math.

Dingjie Song, Tianlong Xu, Yifan Zhang, Hang Li, Zhiling Yan, Xing Fan, Haoyang Li, Lichao Sun, Qingsong Wen

Proceedings of the Artificial Intelligence in Education - 27th International Conference, 2026

2025

Large Language Models for Education: A survey and outlook.

Shen Wang, Tianlong Xu, Hang Li, Chaoli Zhang, Joleen Liang, Jiliang Tang, Philip S. Yu, Qingsong Wen

IEEE Signal Process. Mag., November, 2025

Aligning Multimodal LLM with Human Preference: A Survey.

Tao Yu, Yifan Zhang, Chaoyou Fu, Junkang Wu, Jinda Lu, Kun Wang, Xingyu Lu, Yunhang Shen, Guibin Zhang, Dingjie Song, Yibo Yan, Tianlong Xu, Qingsong Wen, Zhang Zhang, Yan Huang, Liang Wang, Tieniu Tan

CoRR, March, 2025

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education.

Yifan Zhang, Hang Li, Dingjie Song, Lichao Sun, Tianlong Xu, Qingsong Wen

CoRR, February, 2025

Poisoning as a Post-Protection: Mitigating Membership Privacy Leakage From Gradient and Prediction of Federated Models.

Gaoyang Liu, Tianlong Xu, Yang Yang, Ahmed M. Abdelmoniem, Chen Wang, Jiangchuan Liu

IEEE Trans. Dependable Secur. Comput., 2025

Risk Prognosis and Fire Prediction of Urban Utility Tunnels Using a Hybrid SSA-LSTM Method.

Tianlong Xu, Xin Huang, Ying Zeng

Qual. Reliab. Eng. Int., 2025

Multimodal AI Teacher: Integrating Edge Computing and Reasoning Models for Enhanced Student Error Analysis.

Tianlong Xu, Yifan Zhang, Zhendong Chu, Qingsong Wen

AI Mag., 2025

Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions.

Hang Li, Tianlong Xu, Kaiqi Yang, Yucheng Chu, Yanling Chen, Yichi Song, Qingsong Wen, Hui Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction.

Tianlong Xu, Yifan Zhang, Zhendong Chu, Shen Wang, Qingsong Wen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Knowledge Tagging with Large Language Model Based Multi-Agent System.

Hang Li, Tianlong Xu, Ethan Chang, Qingsong Wen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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., July, 2024

Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models.

Gaoyang Liu, Tianlong Xu, Rui Zhang, Zixiong Wang, Chen Wang, Ling Liu

IEEE Trans. Inf. Forensics Secur., 2024

Foundation Models for Education: Promises and Prospects.

Tianlong Xu, Richard Jiarui Tong, Jing Liang, Xing Fan, Haoyang Li, Qingsong Wen

IEEE Intell. Syst., 2024

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection.

Yibo Yan, Shen Wang, Jiahao Huo, Hang Li, Boyan Li, Jiamin Su, Xiong Gao, Yifan Zhang, Tianlong Xu, Zhendong Chu, Aoxiao Zhong, Kun Wang, Hui Xiong, Philip S. Yu, Xuming Hu, Qingsong Wen

CoRR, 2024

Knowledge Tagging System on Math Questions via LLMs with Flexible Demonstration Retriever.

Hang Li, Tianlong Xu, Jiliang Tang, Qingsong Wen

CoRR, 2024

Automate Knowledge Concept Tagging on Math Questions with LLMs.

Hang Li, Tianlong Xu, Jiliang Tang, Qingsong Wen

CoRR, 2024

Bringing Generative AI to Adaptive Learning in Education.

Hang Li, Tianlong Xu, Chaoli Zhang, Eason Chen, Jing Liang, Xing Fan, Haoyang Li, Jiliang Tang, Qingsong Wen

CoRR, 2024

United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories.

Tianlong Xu, Chen Wang, Gaoyang Liu, Yang Yang, Kai Peng, Wei Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication.

Gaoyang Liu, Tianlong Xu, Xiaoqiang Ma, Chen Wang

IEEE Trans. Inf. Forensics Secur., 2022

2021

Visually Compatible Home Decor Recommendations Using Object Detection and Product Matching.

Unaiza Ahsan, Yuanbo Wang, Alexander Guo, Kevin D. Tynes, Tianlong Xu, Estelle Afshar, Xiquan Cui

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021