| 2026 | ACL | Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts. | Sijia Luo, Xiaokang Zhang, Yuxuan Hu, Bohan Zhang, Ke Wang, Jinbo Su, Mengshu Sun, Lei Liang, Jing Zhang |
| 2025 | ACL | P² Law: Scaling Law for Post-Training After Model Pruning. | Xiaodong Chen, Yuxuan Hu, Xiaokang Zhang, Yanling Wang, Cuiping Li, Hong Chen, Jing Zhang |
| 2025 | ACL | SAM Decoding: Speculative Decoding via Suffix Automaton. | Yuxuan Hu, Ke Wang, Xiaokang Zhang, Fanjin Zhang, Cuiping Li, Hong Chen, Jing Zhang |
| 2025 | ACL | Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL. | Hanbing Liu, Haoyang Li, Xiaokang Zhang, Ruotong Chen, Haiyong Xu, Tian Tian, Qi Qi, Jing Zhang |
| 2025 | ACL | Dynamic Scaling of Unit Tests for Code Reward Modeling. | Zeyao Ma, Xiaokang Zhang, Jing Zhang, Jifan Yu, Sijia Luo, Jie Tang |
| 2025 | ACL | TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. | Xiaokang Zhang, Sijia Luo, Bohan Zhang, Zeyao Ma, Jing Zhang, Yang Li, Guanlin Li, Zijun Yao, Kangli Xu, Jinchang Zhou, Daniel Zhang-Li, Jifan Yu, Shu Zhao, Juanzi Li, Jie Tang |
| 2025 | ACL | CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis. | Bohan Zhang, Xiaokang Zhang, Jing Zhang, Jifan Yu, Sijia Luo, Jie Tang |
| 2024 | ACL | Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking. | Xiaokang Zhang, Zijun Yao, Jing Zhang, Kaifeng Yun, Jifan Yu, Juanzi Li, Jie Tang |
| 2024 | ICML | Pedestrian Attribute Recognition as Label-balanced Multi-label Learning. | Yibo Zhou, Hai-Miao Hu, Yirong Xiang, Xiaokang Zhang, Haotian Wu |
| 2024 | IGARSS | Semantic Distortion-Aware Network with Cloud Classification for Remote Sensing Cloud Removal. | Jialu Sui, Shanjun Xie, Jianuo Jiang, Xiaokang Zhang, Man-On Pun |
| 2024 | IGARSS | MineNet-CD: Global Mining Change Detection Dataset. | Weikang Yu, Samiran Das, Aldino Rizaldy, Xiaokang Zhang, Richard Gloaguen, Pedram Ghamisi |
| 2023 | IGARSS | DTRN: Dual Transformer Residual Network for Remote Sensing Super-Resolution. | Jialu Sui, Xianping Ma, Xiaokang Zhang, Man-On Pun |
| 2023 | IECON | Reinforcement Learning Speed Control Algorithm Based on Giants Teaching Mechanism for JT9D Low Pressure Shaft. | Changyi Xu, Mingyu Huo, Xiaokang Zhang |
| 2023 | IGARSS | CycleGAN-Based Cloud Removal from a Feature Enhancement Perspective by Transformer. | Yiming Huang, Xianping Ma, Xiaokang Zhang, Man-On Pun |
| 2023 | KDD | GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. | Jing Zhang, Xiaokang Zhang, Daniel Zhang-Li, Jifan Yu, Zijun Yao, Zeyao Ma, Yiqi Xu, Haohua Wang, Xiaohan Zhang, Nianyi Lin, Sunrui Lu, Juanzi Li, Jie Tang |
| 2022 | AAAI | CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking. | Bo Chen, Jing Zhang, Xiaokang Zhang, Xiaobin Tang, Lingfan Cai, Hong Chen, Cuiping Li, Peng Zhang, Jie Tang |
| 2022 | ACL | HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese. | Daniel Zhang-li, Jing Zhang, Jifan Yu, Xiaokang Zhang, Peng Zhang, Jie Tang, Juanzi Li |
| 2022 | ACL | Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering. | Jing Zhang, Xiaokang Zhang, Jifan Yu, Jian Tang, Jie Tang, Cuiping Li, Hong Chen |
| 2022 | HPSR | Performance Analysis of Vehicle Platoon Communication in C-V2X Autonomous Mode. | Ruirui Ning, Xiaokang Zhang, Weiyang Feng, Ning Zhang, Siyu Lin |
| 2022 | IGARSS | MSFNET: Multi-Stage Fusion Network for Semantic Segmentation of Fine-Resolution Remote Sensing Data. | Xianping Ma, Xiaokang Zhang, Man-On Pun, Ming Liu |
| 2022 | IGARSS | Prototype-Based Clustered Federated Learning for Semantic Segmentation of Aerial Images. | Boning Zhang, Xiaokang Zhang, Man-On Pun, Ming Liu |
| 2021 | IGARSS | A Hybrid Model-Based and Data-Driven Approach for Cloud Removal in Satellite Imagery Using Multi-Scale Distortion-Aware Networks. | Weikang Yu, Xiaokang Zhang, Man-On Pun, Ming Liu |
| 2021 | IGARSS | Style Transformation-Based Change Detection Using Adversarial Learning with Object Boundary Constraints. | Xiaokang Zhang, Weikang Yu, Man-On Pun, Ming Liu |
| 2019 | IGARSS | The Effects of Sun-Viewer Geometry on Sun-Induced Fluorescence and Its Relationship with Gross Primary Production. | Qian Zhang, Yongguang Zhang, Zhaohui Li, Ji Li, Xiaokang Zhang |
| 2019 | IECON | Neutral Point Supply Scheme for PMSM Drive to Boost DC Voltage. | Xiaokang Zhang, Jean Yves Gauthier, Xuefang Lin-Shi |