| 2025 | ICLR | A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery. | Yingyu Lin, Yuxing Huang, Wenqin Liu, Haoran Deng, Ignavier Ng, Kun Zhang, Mingming Gong, Yian Ma, Biwei Huang |
| 2024 | ICLR | Fast Updating Truncated SVD for Representation Learning with Sparse Matrices. | Haoran Deng, Yang Yang, Jiahe Li, Cheng Chen, Weihao Jiang, Shiliang Pu |
| 2024 | ICRA | Parameter-efficient Prompt Learning for 3D Point Cloud Understanding. | Hongyu Sun, Yongcai Wang, Wang Chen, Haoran Deng, Deying Li |
| 2024 | WWW | Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph. | Linfeng Cao, Haoran Deng, Yang Yang, Chunping Wang, Lei Chen |
| 2023 | ICASSP | Kalmanbot: Kalmannet-Aided Bollinger Bands for Pairs Trading. | Haoran Deng, Guy Revach, Hai Morgenstern, Nir Shlezinger |
| 2023 | KDD | Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds. | Haoran Deng, Yang Yang, Jiahe Li, Haoyang Cai, Shiliang Pu, Weihao Jiang |
| 2023 | PST | Attention in Differential Cryptanalysis on Lightweight Block Cipher SPECK. | Haoran Deng, Xianghui Cao, Yu Cheng |
| 2022 | IJCAI | Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network. | Yifei Sun, Haoran Deng, Yang Yang, Chunping Wang, Jiarong Xu, Renhong Huang, Linfeng Cao, Yang Wang, Lei Chen |