TM
Tengfei Ma
cs.LGcs.AIstat.MLcs.CLcs.SEcs.SIcs.CRcs.HCcs.IRcs.PL
On Valency
published · living versionsW_447p8n6g·v1 · currentpublished
PRIME W0: Physical Priors from World Models for Embodied Manipulation
with Huabin Peng, Fagang Jin, Yancong Wei, Chuhang Liu +2
1 version
Preprints & journals
57 papers in the corpus · 2016–2026Do LLMs Understand Sequential Structure? A Controlled Study of Inference and Generation2610.04977v1 · Jerry Wang, Zhengxiang Wang, Ting Yu Liu et al.2026 · 0 citationsarXiv
CAAD: Causality-Aware Multivariate Time Series Anomaly Detection via Multi-Scale Alignment and Structural Causal Consistency2607.08555v1 · Xin Wang, Yunshi Wen, Yanan He et al.2026 · 0 citationsarXiv
Intra-nanoparticle Drug-protein Interactions Mediate Sequential Therapeutic Release.42367903 · Chang, Huibin, Dey, Anup, Ma, Tengfei et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Efficient Imputation for Patch-based Missing Single-cell Data via Cluster-regularized Optimal Transport2601.14653v3 · Yuyu Liu, Jiannan Yang, Ziyang Yu et al.2026 · 0 citationsarXiv
Understanding and Tackling Over-Dilution in Graph Neural Networks2508.16829v1 · Junhyun Lee, Veronika Thost, Bumsoo Kim et al.2025 · 1 citationProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2025), Toronto, Canada, Aug 3-7, 2025, pp. 1253-1261
Wasserstein Graph Neural Networks for Graphs With Missing Attributes.40338717 · Chen, Zhixian, Ma, Tengfei, Song, Yangqiu et al.2025 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(8):7010-7020
LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness2502.18489v1 · Tong Ye, Weigang Huang, Xuhong Zhang et al.2025 · 0 citationsarXiv
Enhancing Graph Representation Learning with Localized Topological Features2501.09178v1 · Zuoyu Yan, Qi Zhao, Ze Ye et al.2025 · 0 citationsarXiv
Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification2411.01006v3 · Yunshi Wen, Tengfei Ma, Tsui-Wei Weng et al.2024 · 3 citationsarXiv
Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development2410.11550v1 · Tengfei Ma, Xuan Lin, Tianle Li et al.2024 · 1 citationarXiv
Influencer: Empowering Everyday Users in Creating Promotional Posts via AI-infused Exploration and Customization2407.14928v1 · Xuye Liu, Annie Sun, Pengcheng An et al.2024 · 4 citationsarXiv
A Problem-Oriented Perspective and Anchor Verification for Code Optimization2406.11935v4 · Tong Ye, Tengfei Ma, Xuhong Zhang et al.2024 · 0 citationsarXiv
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction.38827110 · Liu, Yinan, Dong, Xinyu, Lyu, Weimin et al.2024 · 1 citationAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2024;2024:334-343
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting2405.16133v3 · Tong Ye, Yangkai Du, Tengfei Ma et al.2024 · 12 citationsarXiv
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion2404.03893v1 · Tengfei Ma, Xiang song, Wen Tao et al.2024 · 1 citationarXiv
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection2311.07277v2 · Yangkai Du, Tengfei Ma, Lingfei Wu et al.2023 · 3 citationsarXiv
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code2310.16853v1 · Tong Ye, Lingfei Wu, Tengfei Ma et al.2023 · 7 citationsarXiv
Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs2306.01240v1 · Tengfei Ma, Trong Nghia Hoang, Jie Chen2023 · 3 citationsarXiv
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization2305.11074v3 · Tong Ye, Lingfei Wu, Tengfei Ma et al.2023 · 9 citationsarXiv
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research2302.13522v2 · Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka et al.2023 · 41 citationsKDD 2023
Multilevel Graph Matching Networks for Deep Graph Similarity Learning.34406948 · Ling, Xiang, Wu, Lingfei, Wang, Saizhuo et al.2023 · 86 citationsIEEE transactions on neural networks and learning systems. 2023;34(2):799-813
Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description2209.09114v1 · Ruixuan Yan, Tengfei Ma, Achille Fokoue et al.2022 · 12 citationsarXiv
Attention Hijacking in Trojan Transformers2208.04946v1 · Weimin Lyu, Songzhu Zheng, Tengfei Ma et al.2022 · 8 citationsarXiv
Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning2205.10511v1 · Yangkai Du, Tengfei Ma, Lingfei Wu et al.2022 · 6 citationsarXiv
A Study of the Attention Abnormality in Trojaned BERTs2205.08305v2 · Weimin Lyu, Songzhu Zheng, Tengfei Ma et al.2022 · 48 citationsarXiv
When Does A Spectral Graph Neural Network Fail in Node Classification?2202.07902v2 · Zhixian Chen, Tengfei Ma, Yang Wang2022 · 6 citationsarXiv
Cycle Representation Learning for Inductive Relation Prediction2110.02510v3 · Zuoyu Yan, Tengfei Ma, Liangcai Gao et al.2021 · 7 citationsarXiv
Improving Inductive Link Prediction Using Hyper-Relational Facts2107.04894v1 · Mehdi Ali, Max Berrendorf, Mikhail Galkin et al.2021 · 26 citationsarXiv
Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction2105.13975v1 · Arthur Feeney, Rishabh Gupta, Veronika Thost et al.2021 · 8 citationsarXiv
Constructing Contrastive samples via Summarization for Text Classification with limited annotations2104.05094v3 · Yangkai Du, Tengfei Ma, Lingfei Wu et al.2021 · 13 citationsarXiv
Link Prediction with Persistent Homology: An Interactive View2102.10255v2 · Zuoyu Yan, Tengfei Ma, Liangcai Gao et al.2021 · 11 citationsarXiv
BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network2101.05519v2 · Zhixian Chen, Tengfei Ma, Zhihua Jin et al.2021 · 7 citationsarXiv
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing2010.13080v2 · Hanlu Wu, Tengfei Ma, Lingfei Wu et al.2020 · 16 citationsarXiv
Deep Graph Matching and Searching for Semantic Code Retrieval2010.12908v2 · Xiang Ling, Lingfei Wu, Saizhuo Wang et al.2020 · 88 citationsACM Trans. Knowl. Discov. Data 15, 5 (2021), 1-21
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning2010.01781v1 · Hanlu Wu, Tengfei Ma, Lingfei Wu et al.2020 · 50 citationsarXiv
CHEER: Rich Model Helps Poor Model via Knowledge Infusion.36712193 · Xiao, Cao, Hoang, Trong Nghia, Hong, Shenda et al.2023 · 2 citationsIEEE transactions on knowledge and data engineering. 2022;34(2):531-543
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport1912.11176v2 · Tengfei Ma, Jie Chen2019 · 19 citationsarXiv
GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks1910.02107v2 · Tengfei Ma, Junyuan Shang, Cao Xiao et al.2019 · 9 citationsarXiv
DeepDrawing: A Deep Learning Approach to Graph Drawing.31443020 · Wang, Yong, Jin, Zhihua, Wang, Qianwen et al.2020 · 60 citationsIEEE transactions on visualization and computer graphics. 2020;26(1):676-686
Artificial intelligence method to design and fold alpha-helical structural proteins from the primary amino acid sequence10.1101/660639v2 · Qin, Z., Wu, L., Sun, H. et al.2019 · 37 citationsbioRxiv
Pre-training of Graph Augmented Transformers for Medication Recommendation1906.00346v2 · Junyuan Shang, Tengfei Ma, Cao Xiao et al.2019 · 309 citationsarXiv
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals1905.11333v3 · Shenda Hong, Cao Xiao, Tengfei Ma et al.2019 · 76 citationsarXiv
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs1902.10191v3 · Aldo Pareja, Giacomo Domeniconi, Jie Chen et al.2019 · 1,320 citationsarXiv
Reaching Data Confidentiality and Model Accountability on the CalTrain1812.03230v1 · Zhongshu Gu, Hani Jamjoom, Dong Su et al.2018 · 19 citationsarXiv
Scalable Graph Learning for Anti-Money Laundering: A First Look1812.00076v1 · Mark Weber, Jie Chen, Toyotaro Suzumura et al.2018 · 74 citationsarXiv
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling1811.00210v4 · Tengfei Ma, Patrick Ferber, Siyu Huo et al.2018 · 24 citationsarXiv
AWE: Asymmetric Word Embedding for Textual Entailment1809.04047v2 · Tengfei Ma, Chiamin Wu, Cao Xiao et al.2018 · 2 citationsarXiv
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders1809.02630v2 · Tengfei Ma, Jie Chen, Cao Xiao2018 · 142 citationsarXiv
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination1809.01852v3 · Junyuan Shang, Cao Xiao, Tengfei Ma et al.2018 · 346 citationsarXiv
RDPD: Rich Data Helps Poor Data via Imitation1809.01921v4 · Shenda Hong, Cao Xiao, Trong Nghia Hoang et al.2018 · 6 citationsarXiv
Career total: 100 works. 57 are in this corpus.Showing the 50 most recent.
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