| 2026 | ACL | Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings. | Xueying Ding, Xingyue Huang, Mingxuan Ju, Liam Collins, Yozen Liu, Leman Akoglu, Neil Shah, Tong Zhao |
| 2026 | ACL | Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling. | Xingyue Huang, Xueying Ding, Mingxuan Ju, Yozen Liu, Neil Shah, Tong Zhao |
| 2025 | ICML | How Expressive are Knowledge Graph Foundation Models? | Xingyue Huang, Pablo Barcel, Michael M. Bronstein, Ismail Ilkan Ceylan, Mikhail Galkin, Juan L. Reutter, Miguel A. Romero Orth |
| 2024 | ICML | Cooperative Graph Neural Networks. | Ben Finkelshtein, Xingyue Huang, Michael M. Bronstein, Ismail Ilkan Ceylan |
| 2019 | CEC | Feature Selection of High Dimensional Data by Adaptive Potential Particle Swarm Optimization. | Xingyue Huang, Yizhou Chi, Yu Zhou |
| 2019 | ICANN | Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm. | Junxiu Liu, Xingyue Huang, Yongchuang Huang, Yuling Luo, Su Yang |
| 2017 | ICONIP | An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping. | Junxiu Liu, Xingyue Huang, Yuling Luo, Yi Cao |