Publications

1. Partial Inference in Structured Prediction
   Chuyang Ke, Deepak Maurya, Jean Honorio
   ICASSP, 2025
2. Provable Guarantees for Sparsity Recovery with Deterministic Missing Data Patterns
   Chuyang Ke, Jean Honorio
   TMLR, 2024
3. On the Dual Problem of Convexified Convolutional Neural Networks
   Site Bai, Chuyang Ke, Jean Honorio
   TMLR, 2024
4. Exact Inference in High-order Structured Prediction
   Chuyang Ke, Jean Honorio
   ICML, 2023
5. Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation
   Chuyang Ke, Jean Honorio
   JMLR, 2022
6. Federated Myopic Community Detection with One-shot Communication
   Chuyang Ke, Jean Honorio
   AISTATS, 2022
7. A Thorough View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy
   Kevin Bello, Chuyang Ke, Jean Honorio
   AISTATS, 2022
8. Exact Partitioning of High-order Planted Models with a Tensor Nuclear Norm Constraint
   Chuyang Ke, Jean Honorio
   ICASSP, 2022
9. Information Theoretic Limits of Exact Recovery in Sub-hypergraph Models for Community Detection
   Jiajun Liang, Chuyang Ke, Jean Honorio
   ISIT, 2021
10. Exact Inference with Latent Variables in an Arbitrary Domain
    Chuyang Ke, Jean Honorio
    (Under submission)
11. Information-theoretic Limits for Community Detection in Network Models
    Chuyang Ke, Jean Honorio
    NeurIPS, 2018
12. University of Rochester WMT 2017 NMT System Submission
    Chester Holtz, Chuyang Ke, Daniel Gildea
    WMT, 2017
13. On The Projection Operator to A Three-view Cardinality Constrained Set
    Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu
    ICML, 2017
14. Prognostics of Surgical Site Infections Using Dynamic Health Data
    Chuyang Ke, Yan Jin, Heather Evans, Bill Lober, Xiaoning Qian, Ji Liu, Shuai Huang
    Journal of Biomedical Informatics, 2017

Academic Service

• Reviewer, AISTATS, 2022 - 2025
• Reviewer, ICLR, 2021 - 2025
• Reviewer, ICML, 2021 - 2024
• Reviewer, NeurIPS, 2019 - 2024
• Reviewer, IJCAI, 2020
• Reviewer, IEEE Transactions on Information Theory

Teaching

• TA, CS 182 Foundations of Computer Science, Purdue, Spring 2023
• Head TA, CS 182 Foundations of Computer Science, Purdue, Fall 2021
• TA, CS 373 Data Mining and Machine Learning, Purdue, Spring 2021
• TA, CS 578 Statistical Machine Learning, Purdue, Fall 2020
• TA, CS 182 Foundations of Computer Science, Purdue, Spring 2018
• TA, CS 182 Foundations of Computer Science, Purdue, Fall 2017
• TA, CSC 240 Data Mining, Univ. of Rochester, Spring 2017
• TA, MTH 150 Discrete Mathematics, Univ. of Rochester, Fall 2015
• TA, MTH 150 Discrete Mathematics, Univ. of Rochester, Spring 2015
• TA, MTH 150 Discrete Mathematics, Univ. of Rochester, Fall 2014