Shufeng Kong

Postdoc, Computer Science, Cornell University

Joined

December 2020

Names

Shufeng Kong (Preferred)

Emails

****@cornell.edu (Confirmed)

****@gmail.com (Confirmed)

****@ntu.edu.sg (Confirmed)

Personal Links

DBLP

Career & Education History

Postdoc

Computer Science, Cornell University (cornell.edu)

2018 – Present

PhD student

University of Technology Sydney (uts.edu.au)

2014 – 2018

Advisors, Relations & Conflicts

Postdoc Advisor

Carla Gomes

2018 – 2020

Expertise

Constraint programming; Machine learning

2014 – 2020

Publications

HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
Hongzheng Chen, Yingheng Wang, Yaohui Cai, Hins Hu, Jiajie Li, Shirley Huang, Chenhui Deng, Rongjian Liang, Shufeng Kong, Haoxing Ren, Samitha Samaranayake, Carla P Gomes, Zhiru Zhang
- MATH-AI 2025 Poster
- Readers: Everyone
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
Hongzheng Chen, Yingheng Wang, Yaohui Cai, Hins Hu, Jiajie Li, Shirley Huang, Chenhui Deng, Rongjian Liang, Shufeng Kong, Haoxing Ren, Samitha Samaranayake, Carla P Gomes, Zhiru Zhang
- ICLR 2026 Poster
- Readers: Everyone
ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning
Shufeng Kong, Caihua Liu, Carla P Gomes
- UAI 2024 poster
- Readers: Everyone
Xtal2DoS: Attention-based Crystal to Sequence Learning for Density of States Prediction
Junwen Bai, Yuanqi Du, Yingheng Wang, Shufeng Kong, John Gregoire, Carla P Gomes
- Published: 21 Oct 2022, Last Modified: 08 Feb 2026
- AI4Science Poster
- Readers: Everyone
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An
- Published: 31 Oct 2022, Last Modified: 14 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification
Junwen Bai, Shufeng Kong, Carla P Gomes
- Published: 08 Dec 2021, Last Modified: 04 May 2025
- DGMs and Applications @ NeurIPS 2021 Poster
- Readers: Everyone
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model
Junwen Bai, Shufeng Kong, Carla P. Gomes
- 2020 (modified: 16 May 2025)
- CoRR 2020
- Readers: Everyone
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation
Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla P. Gomes
- 2020 (modified: 05 Nov 2022)
- IJCAI 2020
- Readers: Everyone
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation
Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla P. Gomes
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model
Junwen Bai, Shufeng Kong, Carla P. Gomes
- 2020 (modified: 16 May 2025)
- IJCAI 2020
- Readers: Everyone

View all 17 publications

Co-Authors

View all 29 co-authors