| 2026 | AAAI | SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger. | Kaiyuan Chen, Guangmin Zheng, Jin Wang, Xiaobing Zhou, Xuejie Zhang |
| 2026 | AAAI | Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning. | Weijie Li, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2026 | AAAI | LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models. | Tiesunlong Shen, Rui Mao, Jin Wang, Heming Sun, Jian Zhang, Xuejie Zhang, Erik Cambria |
| 2026 | ACL | DICA: Dual-Indicator Guided Contrastive Alignment in Multimodal Large Language Models. | Hao Yang, Jin Wang, Xuejie Zhang |
| 2025 | AAAI | Sample-aware Adaptive Structured Pruning for Large Language Models. | Jun Kong, Xinge Ma, Jin Wang, Xuejie Zhang |
| 2025 | AAAI | Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation. | Kuanghong Liu, Jin Wang, Kangjian He, Dan Xu, Xuejie Zhang |
| 2025 | AAAI | Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation. | Xinge Ma, Jin Wang, Xuejie Zhang |
| 2025 | AAAI | Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2025 | COLING | Learning to Reason via Self-Iterative Process Feedback for Small Language Models. | Kaiyuan Chen, Jin Wang, Xuejie Zhang |
| 2025 | COLING | Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks. | Weijie Li, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2025 | COLING | Reasoning with Trees: Faithful Question Answering over Knowledge Graph. | Tiesunlong Shen, Jin Wang, Xuejie Zhang, Erik Cambria |
| 2025 | ICA3PP | A Resource Allocation Method of Blockchain Network Based on Edge Computing. | Qian Su, Longfei Bai, Xiang Zhang, Guangqin Hu, Xuejie Zhang |
| 2025 | ICASSP | Hop-level Direct Preference Optimization for Knowledge Graph Reasoning with Trees. | Tiesunlong Shen, Jin Wang, Xuejie Zhang, Erik Cambria |
| 2025 | ICASSP | Dual-Path Contrastive Short Text Clustering with High-order Random Walk. | Zhengzhong Zhu, Binjie Sun, Xuejie Zhang, Jin Wang, Xiaobing Zhou |
| 2025 | ICIP | Weakly-Supervised Nuclei Segmentation Integrating Hybrid Decoder and Graph-Based Spatial Modeling. | Qian Huang, Meng Geng, Yulin Chen, Xuejie Zhang, Shaoling Qin |
| 2025 | ICIP | Improved Cervical Cell Detection Model Based on Hybrid-Domain Feature Pyramid Network. | Qian Huang, Ziyang Yin, Yulin Chen, Xuejie Zhang, Hao Lu, Zhaoyu Chen, Shaoling Qin |
| 2025 | IJCNN | Knowledge-Enhanced Question Generation Guided by Interrogative Words. | Jinhong Li, Xuejie Zhang, Jin Wang, Xiaobing Zhou |
| 2025 | IJCNN | Dual Representation Space Optimization for Multi-Label Text Classification. | Binjie Sun, Xuejie Zhang, Jin Wang, Xiaobing Zhou |
| 2025 | ICTAI | PyDivDyn: A High-Performance Python Toolkit for Machine Learning Analyses of Macro-Evolutionary. | Yiwu Zhu, Changhan Chen, Weixin Liu, Xuejie Zhang |
| 2025 | SIGIR | Flow-guided Direct Preference Optimization for Knowledge Graph Reasoning with Trees. | Tiesunlong Shen, Rui Mao, Jin Wang, Xuejie Zhang, Erik Cambria |
| 2024 | AAAI | Personalized LoRA for Human-Centered Text Understanding. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2024 | ACL | Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation. | Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang |
| 2024 | ACL | Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis. | Guangmin Zheng, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2024 | COLING | DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues. | Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang |
| 2024 | COLING | SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training. | Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2024 | COLING | Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2024 | COLING | Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling. | Guangmin Zheng, Jin Wang, Xiaobing Zhou, Xuejie Zhang |
| 2024 | IJCNN | Learning Defendant-aware Label Representation for Multi-Defendant Charge Prediction. | Yu Chen, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang |
| 2024 | IJCNN | Hierarchical Differential Amplifier Contrastive Learning for Semi-supervised Extractive Summarization. | Jiankuo Li, Xuejie Zhang, Jin Wang, Shitong Cao, Xiaobing Zhou |
| 2024 | IJCNN | LoRA-Enhanced Language Alignments for Robust Code-Mixed Text Representation. | Xuqiao Ran, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang |
| 2024 | ICTAI | LLM-Based Digital Twin Water Conservancy Knowledge Graph Construction. | Yan Yang, Feng Ye, Dong Xu, Xuejie Zhang, Jin Xu |
| 2023 | AAAI | Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. | Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2023 | ACL | Domain Generalization via Switch Knowledge Distillation for Robust Review Representation. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2023 | APWEB | Designing a Knowledge Graph System for Digital Twin to Assess Urban Flood Risk. | Feng Ye, Yu Wang, Dong Xu, Xuejie Zhang, Gaoyang Jin |
| 2023 | EMNLP | FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models. | Xinge Ma, Jiangming Liu, Jin Wang, Xuejie Zhang |
| 2023 | ICONIP | Matrix Contrastive Learning for Short Text Clustering. | Zhengzhong Zhu, Jiankuo Li, Xuejie Zhang, Jin Wang, Xiaobing Zhou |
| 2023 | WSDM | A Semantic Search Framework for Similar Audit Issue Recommendation in Financial Industry. | Chuchu Zhang, Can Song, Samarth Agarwal, Huayu Wu, Xuejie Zhang, John Jianan Lu |
| 2022 | COLING | Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting. | Jun Kong, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2022 | COLING | Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression. | Xinge Ma, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2022 | IJCNLP | Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. | Zhewen Yu, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2022 | IJCNN | An Enhanced Key-utterance Interactive Model with Decouped Auxiliary Tasks for Multi-party Dialogue Reading Comprehension. | Xingyu Zhu, Jin Wang, Xuejie Zhang |
| 2022 | WWW | Improving Operation Efficiency through Predicting Credit Card Application Turnaround Time with Index-based Encoding. | Jing Xiang Toh, Kay Jan Wong, Samarth Agarwal, Xuejie Zhang, John Jianan Lu |
| 2021 | ACL | MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers. | You Zhang, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2020 | IJCNLP | Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis. | Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2020 | IJCNN | Personalized Digital Customer Services for Consumer Banking Call Centre using Neural Networks. | Xuejie Zhang, Samarth Agarwal, Ruth Choy, Kay Jan Wong, Lecia Lim, Ying Yang Lee, John Jianan Lu |
| 2019 | EMNLP | Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis. | Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang |
| 2018 | GPC | Multi-choice Virtual Machine Allocation with Time Windows in Cloud Computing. | Jixian Zhang, Ning Xie, Xuejie Zhang, Weidong Li |
| 2018 | MICCAI | Automatic Segmentation of Brain Tumor Using 3D SE-Inception Networks with Residual Connections. | Hongdou Yao, Xiaobing Zhou, Xuejie Zhang |
| 2017 | EMNLP | Refining Word Embeddings for Sentiment Analysis. | Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang |
| 2017 | FAW | A Further Analysis of the Dynamic Dominant Resource Fairness Mechanism. | Weidong Li, Xi Liu, Xiaolu Zhang, Xuejie Zhang |
| 2017 | GPC | A Profit-Maximum Resource Allocation Approach for Mapreduce in Data Centers. | Xiaolu Zhang, Weidong Li, Xi Liu, Xuejie Zhang |
| 2017 | IJCNLP | YNU-HPCC at IJCNLP-2017 Task 1: Chinese Grammatical Error Diagnosis Using a Bi-directional LSTM-CRF Model. | Quanlei Liao, Jin Wang, Jinnan Yang, Xuejie Zhang |
| 2017 | IJCNLP | YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English. | Nan Wang, Jin Wang, Xuejie Zhang |
| 2017 | IJCNLP | YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model. | Hang Yuan, You Zhang, Jin Wang, Xuejie Zhang |
| 2016 | ACCV | Image-Based Camera Localization for Large and Outdoor Environments. | Chin-Hung Teng, Yu-Liang Chen, Xuejie Zhang |
| 2016 | ACL | Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model. | Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang |
| 2016 | NAACL | Building Chinese Affective Resources in Valence-Arousal Dimensions. | Liang-Chih Yu, Lung-Hao Lee, Shuai Hao, Jin Wang, Yunchao He, Jun Hu, K. Robert Lai, Xuejie Zhang |
| 2015 | ACII | A locally weighted method to improve linear regression for lexical-based valence-arousal prediction. | Jin Wang, K. Robert Lai, Liang-Chih Yu, Xuejie Zhang |
| 2015 | ACL | Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method. | Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang |
| 2015 | CCGRID | A Task-Type-Based Algorithm for the Energy-Aware Profit Maximizing Scheduling Problem in Heterogeneous Computing Systems. | Weidong Li, Xi Liu, Xuejie Zhang, Xiaobo Cai |
| 2015 | WALCOM | The Directed Ring Loading with Penalty Cost. | Li Guan, Jianping Li, Xuejie Zhang, Weidong Li |
| 2014 | FAW | Parallel-Machine Scheduling Problem under the Job Rejection Constraint - (Extended Abstract). | Weidong Li, Jianping Li, Xuejie Zhang, Zhibin Chen |
| 2012 | FUSION | Fusion of visual and compass sensors for location recognition. | Xuejie Zhang, Alex Leng Phuan Tay, Ji Hua Brian Ang, Gee Wah Ng |
| 2012 | GPC | An Effective Partition Approach for Elastic Application Development on Mobile Cloud Computing. | Zhuoran Qin, Jixian Zhang, Xuejie Zhang |
| 2012 | GRC | An overview of newly open-source cloud storage platforms. | Genqiang Gu, Qingchun Li, Xiaolong Wen, Yun Gao, Xuejie Zhang |
| 2010 | CSEDU | A Teaching Schema for Multi-core Programming. | Yun Gao, Xuejie Zhang |
| 2008 | GPC | A Banking Based Grid Recourse Allocation Scheduling. | Hao Li, Yong Zhong, Joan Lu, Xuejie Zhang, Shaowen Yao |
| 2008 | IJCNN | Neural classification of objects based on Gabor signature. | Xuejie Zhang, Alex Leng Phuan Tay, Alexander Stanza Tan |
| 2007 | IJCNN | Progressive Learning Paradigms using the Parallel K-Iterations Fast Learning Artificial Neural Network. | Raymond Chun Kiat Ho, Alex Leng Phuan Tay, Xuejie Zhang |
| 2007 | IJCNN | Fast Learning Artificial Neural Network (FLANN) Based Color Image Segmentation in R-G-B-S-V Cluster Space. | Xuejie Zhang, Alex Leng Phuan Tay |
| 2007 | PRIMA | Double Token-Ring and Region-Tree Based Group Communication Mechanism for Mobile Agent. | Zehua Zhang, Xuejie Zhang |
| 2006 | PRIMA | Multi Region-Tree Based Dynamic Commission Home Proxy Communication Mechanism for Mobile Agent. | Zehua Zhang, Xuejie Zhang |