| 2026 | ACL | GUITester: Enabling GUI Agents for Exploratory Defect Discovery. | Yifei Gao, Jiang Wu, Xiaoyi Chen, Yifan Yang, Zhe Cui, Tianyi Ma, Jiaming Zhang, Jitao Sang |
| 2026 | ACL | Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification. | Zihan Gu, Tianyi Zhang, Xinyan Zhang, Zhiyuan Wang, Han Zhang, Yuhao Wei, Jiacheng Lu, Tianyi Ma, Xingsheng Zhang, Hua Zhang, Yue Hu |
| 2026 | ACL | Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents. | Tianyi Ma, Yue Zhang, Zehao Wang, Parisa Kordjamshidi |
| 2026 | ACL | Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry. | Han Zhang, Zihan Gu, Zhiyuan Wang, Tianyi Ma, Jiacheng Lu, Xinyan Zhang, Yuhao Wei, Cheng Hua |
| 2026 | ACL | AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering. | Zheyuan Zhang, Kaiwen Shi, Zhengqing Yuan, Zehong Wang, Tianyi Ma, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye |
| 2026 | AsiaCCS | HyperFond: A Transparent and Post-Quantum Distributed SNARK with Polylogarithmic Communication. | Yuanzhuo Yu, Mengling Liu, Yuncong Zhang, Tianyi Ma, Shi-Feng Sun, Man Ho Au, Dawu Gu |
| 2025 | ACL | RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering. | Baixuan Li, Yunlong Fan, Tianyi Ma, Miao Gao, Chuanqi Shi, Zhiqiang Gao |
| 2025 | ACL | LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection. | Tianyi Ma, Yiyue Qian, Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye |
| 2025 | ACL | NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning. | Zheyuan Zhang, Yiyang Li, Nhi Ha Lan Le, Zehong Wang, Tianyi Ma, Vincent Galassi, Keerthiram Murugesan, Nuno Moniz, Werner Geyer, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye |
| 2025 | CogSci | Cognitive Priming Prompting Facilitates Knowledge Elicitation in Multilingual Large Language Models. | Baixuan Li, Yunlong Fan, Tianyi Ma, Zhiqiang Gao |
| 2025 | EMNLP | PsyScam: A Benchmark for Psychological Techniques in Real-World Scams. | Shang Ma, Tianyi Ma, Jiahao Liu, Wei Song, Zhenkai Liang, Xusheng Xiao, Yanfang Ye |
| 2025 | EMNLP | Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs. | Yue Zhang, Tianyi Ma, Zun Wang, Yanyuan Qiao, Parisa Kordjamshidi |
| 2025 | ICASSP | DCFormer: Divide-and-Conquer in 3D Human Pose Estimation Tasks. | Tianyi Ma, Muqing Wu, Zijian Zhang |
| 2025 | ICDM | Hypergraph Representation Learning with Adaptive Broadcasting and Receiving. | Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Shinan Zhang, Chuxu Zhang, Yanfang Ye |
| 2025 | ICIS | Fostering Divergent Thinking via Generative AI: The Role of Questioning-Based Learning. | Runnan Chen, Andy Tao Li, Tianyi Ma |
| 2025 | ICIS | Enhancing Online Learning through Time-sync Comment: A Knowledge-relevant Perspective. | Tianyi Ma, Xiaoyu Yao, Renzhi Gao, Qian Huang |
| 2025 | ICLR | Satisficing Regret Minimization in Bandits. | Qing Feng, Tianyi Ma, Ruihao Zhu |
| 2025 | ICML | Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees. | Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye |
| 2025 | ICML | Beyond Message Passing: Neural Graph Pattern Machine. | Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye |
| 2025 | IROS | Normalized Triangulation for Calibrated Dual-View 3D Human Pose Estimation. | Zijian Zhang, Muqing Wu, Tianyi Ma |
| 2025 | KDD | MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation. | Zheyuan Zhang, Zehong Wang, Tianyi Ma, Varun Sameer Taneja, Sofia Nelson, Nhi Ha Lan Le, Keerthiram Murugesan, Mingxuan Ju, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye |
| 2025 | NAACL | Can LLMs Convert Graphs to Text-Attributed Graphs? | Zehong Wang, Sidney Liu, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye |
| 2025 | WACV | Disentangle Source and Target Knowledge for Continual Test-Time Adaptation. | Tianyi Ma, Maoying Qiao |
| 2025 | WSDM | Adaptive Graph Enhancement for Imbalanced Multi-relation Graph Learning. | Yiyue Qian, Tianyi Ma, Chuxu Zhang, Yanfang Ye |
| 2024 | WWW | Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement. | Yiyue Qian, Tianyi Ma, Chuxu Zhang, Yanfang Ye |
| 2023 | CSCWD | Applying Robust Gradient Difference Compression to Federated Learning. | Yueyao Chen, Beilun Wang, Tianyi Ma, Cheng Chen |
| 2023 | CVPR | ProD: Prompting-to-disentangle Domain Knowledge for Cross-domain Few-shot Image Classification. | Tianyi Ma, Yifan Sun, Zongxin Yang, Yi Yang |
| 2023 | HCI | The Influence of Interaction Channel and Difficulty Level of In-Vehicle Information System on Driver's Reading Behavior in Fully Autonomous Vehicle. | Tianyi Ma, Bin Jiang |
| 2023 | ICDM | Hypergraph Contrastive Learning for Drug Trafficking Community Detection. | Tianyi Ma, Yiyue Qian, Chuxu Zhang, Yanfang Ye |
| 2021 | CHI | PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback. | Yaohua Bu, Tianyi Ma, Weijun Li, Hang Zhou, Jia Jia, Shengqi Chen, Kaiyuan Xu, Dachuan Shi, Haozhe Wu, Zhihan Yang, Kun Li, Zhiyong Wu, Yuanchun Shi, Xiaobo Lu, Ziwei Liu |
| 2019 | IJCAI | Design and Implementation of a Disambiguity Framework for Smart Voice Controlled Devices. | Kehua Lei, Tianyi Ma, Jia Jia, Cunjun Zhang, Zhihan Yang |
| 2019 | IUI | Dialogue Design and Management for Multi-Session Casual Conversation with Older Adults. | Seyedeh Zahra Razavi, Lenhart K. Schubert, Benjamin Kane, Mohammad Rafayet Ali, Kimberly A. Van Orden, Tianyi Ma |
| 2018 | IROS | Acoustic Tag State Estimation with Unsynchronized Hydrophones on AUVs. | Jingnan Shi, Tianyi Ma, Chi-Yen Lee, Eyassu Shimelis, Charles Van Eijk, Christopher M. Clark, Christopher G. Lowe |
| 2014 | WETICE | Service Level Management (SLM) in Cloud Computing - Third Party SLM Framework. | Gianmario Motta, Linlin You, Nicola Sfondrini, Daniele Sacco, Tianyi Ma |
| 2006 | EUC | Low Power Hardware-Software Partitioning Algorithm for Heterogeneous Distributed Embedded Systems. | Tianyi Ma, Jun Yang, Xinglan Wang |