| 2026 | ACL | EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding. | Pengze Guo, Jingxi Liang, Zhiwen Xie, Qifeng Wang, Derek F. Wong |
| 2026 | ACL | MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models. | Zhiwen Xie, Xin Wang, Guangyou Zhou, Derek F. Wong |
| 2025 | SIGIR | AdaRPT: An Adaptive Rule Pattern Transfer Model for Fully Inductive Knowledge Graph Reasoning. | Zhiwen Xie, Zhuo Zhao, Jinjin Ma, Guangyou Zhou, Jimmy Xiangji Huang |
| 2024 | CVPR | Contextual Augmented Global Contrast for Multimodal Intent Recognition. | Kaili Sun, Zhiwen Xie, Mang Ye, Huyin Zhang |
| 2024 | ICASSP | Theme-Enhanced Hard Negative Sample Mining for Open-Domain Question Answering. | Fulu Li, Zhiwen Xie, Guangyou Zhou |
| 2024 | SIGIR | MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension. | Zhuo Zhao, Zhiwen Xie, Guangyou Zhou, Jimmy Xiangji Huang |
| 2023 | ACL | Learning Query Adaptive Anchor Representation for Inductive Relation Prediction. | Zhiwen Xie, Yi Zhang, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang |
| 2022 | HPCC | PME: Processing-in-memory Masking and Encoding for Secure NVM. | Zhiwen Xie, Yinhe Han, Xiaoming Chen |
| 2021 | HPCC | MDistMult: A Multiple Scoring Functions Model for Link Prediction on Antiviral Drugs Knowledge Graph. | Weichuan Wang, Zhiwen Xie, Jin Liu, Yucong Duan, Bo Huang, Junsheng Zhang |
| 2020 | ACL | ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding. | Zhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang |
| 2020 | COLING | A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment. | Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang |
| 2016 | ACL | Bi-Transferring Deep Neural Networks for Domain Adaptation. | Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang, Tingting He |