| 2026 | AAAI | TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction. | Yujie Chen, Tengfei Ma, Yuansheng Liu, Leyi Wei, Shu Wu, Dongsheng Cao, Yiping Liu, Xiangxiang Zeng |
| 2026 | AAAI | Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization. | Daojian Zeng, Tianle Li, Jiahao Yang, Jiacai Yi, Xieping Gao, Lincheng Jiang, Tengfei Ma, Xiangxiang Zeng |
| 2026 | ACL | HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering. | Yuyu Liu, Sarang Rajendra Patil, Mengjia Xu, Tengfei Ma |
| 2026 | ACL | CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation. | Xuanbai Ren, Luoda Tan, Pei Liu, Tengfei Ma, Xiangzheng Fu, Longyue Wang, Yiping Liu, Xiangxiang Zeng |
| 2026 | INFOCOM | PolyGnosis: An AI Framework for Forecasting Public Opinion from Polymarket Dynamics. | Daren Wang, Tengfei Ma, Haihan Duan |
| 2025 | AAAI | S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion. | Tengfei Ma, Yujie Chen, Liang Wang, Xuan Lin, Bosheng Song, Xiangxiang Zeng |
| 2025 | AAAI | Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. | Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang |
| 2025 | AAAI | Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction. | Xinlong Zhai, Chunchen Wang, Ruijia Wang, Jiazheng Kang, Shujie Li, Boyu Chen, Tengfei Ma, Zikai Zhou, Cheng Yang, Chuan Shi |
| 2025 | ACL | NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines. | Xuye Liu, Tengfei Ma, Yimu Wang, Fengjie Wang, Jian Zhao |
| 2025 | CHI | Influencer: Empowering Everyday Users in Creating Promotional Posts via AI-infused Exploration and Customization. | Xuye Liu, Annie Sun, Pengcheng An, Tengfei Ma, Jian Zhao |
| 2025 | EMNLP | From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing. | Chengrui Xiang, Tengfei Ma, Xiangzheng Fu, Yiping Liu, Bosheng Song, Xiangxiang Zeng |
| 2025 | ICLR | Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation. | Tengfei Ma, Xiang Song, Wen Tao, Mufei Li, Jiani Zhang, Xiaoqin Pan, Yijun Wang, Bosheng Song, Xiangxiang Zeng |
| 2025 | ICLR | Shedding Light on Time Series Classification using Interpretability Gated Networks. | Yunshi Wen, Tengfei Ma, Ronny Luss, Debarun Bhattacharjya, Achille Fokoue, Anak Agung Julius |
| 2025 | KDD | Understanding and Tackling Over-Dilution in Graph Neural Networks. | Junhyun Lee, Veronika Thost, Bumsoo Kim, Jaewoo Kang, Tengfei Ma |
| 2025 | UIST | MACEDON : Supporting Programmers with Real-Time Multi-Dimensional Code Evaluation and Optimization. | Xuye Liu, Yuzhe You, Xinrong Qiu, Tengfei Ma, Jian Zhao |
| 2024 | AAAI | AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection. | Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji |
| 2024 | CIKM | CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State. | Xiang Li, Shunpan Liang, Yu Lei, Chen Li, Yulei Hou, Dashun Zheng, Tengfei Ma |
| 2024 | ECCV | TrojVLM: Backdoor Attack Against Vision Language Models. | Weimin Lyu, Lu Pang, Tengfei Ma, Haibin Ling, Chao Chen |
| 2024 | EMNLP | FAC²E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition. | Xiaoqiang Wang, Lingfei Wu, Tengfei Ma, Bang Liu |
| 2024 | ICML | What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding. | Hongkang Li, Meng Wang, Tengfei Ma, Sijia Liu, Zaixi Zhang, Pin-Yu Chen |
| 2024 | ISCAS | A High Efficiency, Low EMI Non-inverting Buck-Boost Converter in Wireless Power and Data Transfer System for Brain Computer Interface. | Xiangsheng Xu, Qihang Zhang, Tengfei Ma, Songping Mai |
| 2024 | NAACL | Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. | Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang |
| 2023 | CHI | Slide4N: Creating Presentation Slides from Computational Notebooks with Human-AI Collaboration. | Fengjie Wang, Xuye Liu, Oujing Liu, Ali Neshati, Tengfei Ma, Min Zhu, Jian Zhao |
| 2023 | EMNLP | Knowledge Graph Compression Enhances Diverse Commonsense Generation. | Eunjeong Hwang, Veronika Thost, Vered Shwartz, Tengfei Ma |
| 2023 | EMNLP | CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. | Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang |
| 2023 | ICLR | Weighted Clock Logic Point Process. | Ruixuan Yan, Yunshi Wen, Debarun Bhattacharjya, Ronny Luss, Tengfei Ma, Achille Fokoue, Anak Agung Julius |
| 2023 | KDD | IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research. | Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma, Xiang Song, Wen-Mei Hwu |
| 2023 | UAI | Federated learning of models pre-trained on different features with consensus graphs. | Tengfei Ma, Trong Nghia Hoang, Jie Chen |
| 2022 | ICDM | Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description. | Ruixuan Yan, Tengfei Ma, Achille Fokoue, Maria Chang, Agung Julius |
| 2022 | ICML | Cycle Representation Learning for Inductive Relation Prediction. | Zuoyu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Chao Chen |
| 2022 | IJCAI | Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract). | Mehdi Ali, Max Berrendorf, Mikhail Galkin, Veronika Thost, Tengfei Ma, Volker Tresp, Jens Lehmann |
| 2022 | INFOCOM | MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection. | Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, Shouling Ji |
| 2022 | NAACL | A Study of the Attention Abnormality in Trojaned BERTs. | Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen |
| 2021 | AAAI | Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport. | Tengfei Ma, Jie Chen |
| 2021 | EMNLP | Constructing contrastive samples via summarization for text classification with limited annotations. | Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji |
| 2021 | EMNLP | Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport. | Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown |
| 2021 | ICML | Link Prediction with Persistent Homology: An Interactive View. | Zuoyu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Chao Chen |
| 2020 | AAAI | Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. | Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz |
| 2020 | AAAI | EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. | Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson |
| 2020 | EMNLP | Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning. | Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji |
| 2020 | ICLR | Curvature Graph Network. | Ze Ye, Kin Sum Liu, Tengfei Ma, Jie Gao, Chao Chen |
| 2020 | IJCAI | KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction. | Xuan Lin, Zhe Quan, Zhi-Jie Wang, Tengfei Ma, Xiangxiang Zeng |
| 2020 | KDD | Deep Graph Learning: Foundations, Advances and Applications. | Yu Rong, Tingyang Xu, Junzhou Huang, Wenbing Huang, Hong Cheng, Yao Ma, Yiqi Wang, Tyler Derr, Lingfei Wu, Tengfei Ma |
| 2019 | AAAI | GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. | Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun |
| 2019 | DSN | Reaching Data Confidentiality and Model Accountability on the CalTrain. | Zhongshu Gu, Hani Jamjoom, Dong Su, Heqing Huang, Jialong Zhang, Tengfei Ma, Dimitrios Pendarakis, Ian M. Molloy |
| 2019 | EMNLP | Pre-Training BERT on Domain Resources for Short Answer Grading. | Chul Sung, Tejas I. Dhamecha, Swarnadeep Saha, Tengfei Ma, Vinay Reddy, Rishi Arora |
| 2019 | IJCAI | RDPD: Rich Data Helps Poor Data via Imitation. | Shenda Hong, Cao Xiao, Trong Nghia Hoang, Tengfei Ma, Hongyan Li, Jimeng Sun |
| 2019 | IJCAI | MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals. | Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun |
| 2019 | IJCAI | Pre-training of Graph Augmented Transformers for Medication Recommendation. | Junyuan Shang, Tengfei Ma, Cao Xiao, Jimeng Sun |
| 2018 | AIED | Preliminary Evaluations of a Dialogue-Based Digital Tutor. | Matthew Ventura, Maria Chang, Peter W. Foltz, Nirmal Mukhi, Jessica Yarbro, Anne Pier Salverda, John T. Behrens, Jae-wook Ahn, Tengfei Ma, Tejas I. Dhamecha, Smit Marvaniya, Patrick Watson, Cassius D'Helon, Ravi Tejwani, Shazia Afzal |
| 2018 | ICLR | FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling. | Jie Chen, Tengfei Ma, Cao Xiao |
| 2018 | IJCAI | Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders. | Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang |
| 2018 | WWW | Human-level Multiple Choice Question Guessing Without Domain Knowledge: Machine-Learning of Framing Effects. | Patrick Watson, Tengfei Ma, Ravi Tejwani, Maria Chang, Jae-wook Ahn, Sharad Sundararajan |
| 2018 | SDM | Health-ATM: A Deep Architecture for Multifaceted Patient Health Record Representation and Risk Prediction. | Tengfei Ma, Cao Xiao, Fei Wang |
| 2017 | AIED | Wizard's Apprentice: Cognitive Suggestion Support for Wizard-of-Oz Question Answering. | Jae-wook Ahn, Patrick Watson, Maria Chang, Sharad Sundararajan, Tengfei Ma, Nirmal Mukhi, Srijith Prabhu |
| 2017 | EACL | Multilingual Training of Crosslingual Word Embeddings. | Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn |
| 2017 | IJCAI | Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data. | Tengfei Ma, Tetsuya Nasukawa |
| 2016 | EMNLP | Learning Crosslingual Word Embeddings without Bilingual Corpora. | Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn |
| 2015 | AAAI | The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation. | Tengfei Ma, Issei Sato, Hiroshi Nakagawa |
| 2013 | EMNLP | Automatically Determining a Proper Length for Multi-Document Summarization: A Bayesian Nonparametric Approach. | Tengfei Ma, Hiroshi Nakagawa |
| 2011 | IJCNLP | Named Entity Recognition in Chinese News Comments on the Web. | Xiaojun Wan, Liang Zong, Xiaojiang Huang, Tengfei Ma, Houping Jia, Yuqian Wu, Jianguo Xiao |
| 2010 | COLING | Opinion Target Extraction in Chinese News Comments. | Tengfei Ma, Xiaojun Wan |
| 2010 | ICDM | Multi-document Summarization Using Minimum Distortion. | Tengfei Ma, Xiaojun Wan |