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).