Dong Huang · News

News

2026

  • Our paper "Learning Global Temporal Dynamics in Sparse Networks via Cycle Counts" is accepted by the 40th Annual Conference on Neural Information Processing Systems (NeurIPS 2026).

  • I will be visiting Prof. Shuangping Li in the Department of Statistics and Data Science at Yale University from 2026/8/1 to 2027/1/31.

  • Our paper "Prompt Perturbation for Reliable LLM Evaluation over Comparison Graphs" is accepted by Statistical Learning and Data Science (SLADS).

  • I received Outstanding Poster Award at the 10th Tsinghua-Peking Statistics Forum for our paper "Prompt Perturbation for Reliable LLM Evaluation over Comparison Graphs".

  • Our paper "Attributed Network Alignment: Statistical Limits and Efficient Algorithm" is accepted by the 43rd International Conference on Machine Learning (ICML 2026).

  • I received 2026 IMS Hannan Graduate Student Travel Award.

2025

  • Our paper "Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs" (long version) is accepted by IEEE Transactions on Information Theory.

  • Our paper "Sample Complexity of Correlation Detection in the Gaussian Wigner Model" is accepted by the 42nd International Conference on Machine Learning (ICML 2025).

2024

  • Our paper "Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs" (short version) is accepted by Conference on Learning Theory (COLT 2024).