| 2026 | AAAI | Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering. | Xiao Ao, Jie Zou, Yibiao Wei, Peng Wang, Weikang Guo |
| 2026 | AAAI | ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs. | Xunlei Chen, Jinyu Guo, Yuang Li, Zhaokun Wang, Yi Gong, Jie Zou, Jiwei Wei, Wenhong Tian |
| 2026 | AAAI | From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation. | Yeming Li, Chenxi Liu, Jie Zou, Cheng Long, Chaoning Zhang, Peng Wang, Yang Yang |
| 2026 | AAAI | DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance. | Chengwei Sun, Jiwei Wei, Shiyuan He, Zeyu Ma, Yuyang Zhou, Ran Ran, Jie Zou, Yang Yang |
| 2026 | ACL | Lightweight LLM Agent Memory with Small Language Models. | Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Zhenzhen Huang, Pengcheng Zheng, Zhicheng Wang, Ping Guo, Fan Mo, Sung-Ho Bae, Jie Zou, Jiwei Wei, Yang Yang |
| 2026 | ICSE | Structural Causal World Models: Towards An Assurance Framework for Safety-Critical Systems and Safeguarded AI. | Jie Zou, Simon Burton, Radu Calinescu, Ioannis Stefanakos, Roger Rivett |
| 2026 | KDD | Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation. | Yuhan Yang, Jie Zou, Guojia An, Jiwei Wei, Yang Yang, Heng Tao Shen |
| 2026 | WWW | ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation. | Kaibei Li, Jie Zou, Qika Lin, Weikang Guo, Qinyang He, Yang Yang |
| 2026 | WWW | Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation. | Pengfei Zhang, Guojia An, Jin Huang, Yuhan Yang, Yang Yang, Jie Zou |
| 2026 | SAC | Structural Causal World Models for Safety Assurance of AI-based Autonomy. | Jie Zou, Ioannis Stefanakos, Sepeedeh Shahbeigi Roudposhti, Simon Burton, Radu Calinescu, Kester Clegg, Roger Rivett |
| 2026 | SIGIR | Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation. | Guojia An, Jie Zou, Yuhan Yang, Shuai Qin, Weikang Guo, Jinyu Guo, Yang Yang |
| 2026 | SIGIR | CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation. | Yibiao Wei, Jie Zou, Pengfei Zhang, Xiao Ao, Weikang Guo, Zeyu Ma, Yang Yang |
| 2026 | SIGIR | From Single- to Cross-Document: Benchmarking Multi-Granularity Event Analysis of Large Language Models. | Tao Wen, Shuai Shao, Pei Ke, Xu Han, Jie Zou, Guannan Li, Tao Tian, Jinjie Qiu, Lan Wang, Ke Qin |
| 2025 | AAAI | CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer. | Ran Ran, Jiwei Wei, Xiangyi Cai, Xiang Guan, Jie Zou, Yang Yang, Heng Tao Shen |
| 2025 | ICCV | Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation. | Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li, Tianyu Wu, Jie Zou, Wei Xue, Sirui Han, Yike Guo |
| 2025 | WWW | Retrieval Augmented Multi-agent Recommender. | Xiao Ao, Shuxi Han, Yeming Li, Heli Ma, Pengfei Zhang, Jie Zou |
| 2025 | SIGIR | Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation. | Guojia An, Jie Zou, Jiwei Wei, Chaoning Zhang, Fuming Sun, Yang Yang |
| 2025 | SIGIR | MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. | Yibiao Wei, Jie Zou, Weikang Guo, Guoqing Wang, Xing Xu, Yang Yang |
| 2025 | SIGIR | PSCon: Product Search Through Conversations. | Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, Heng Tao Shen |
| 2024 | CIKM | Ask or Recommend: An Empirical Study on Conversational Product Search. | Heli Ma, Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Yi Bin, Yang Yang |
| 2024 | ECCV | Region-Aware Distribution Contrast: A Novel Approach to Multi-task Partially Supervised Learning. | Meixuan Li, Tianyu Li, Guoqing Wang, Peng Wang, Yang Yang, Jie Zou |
| 2024 | SAFECOMP | A Dynamic Assurance Framework for an Autonomous Survey Drone. | Philippa Ryan, Sepeedeh Shahbeigi, Jie Zou, Ioannis Stefanakos, John Molloy |
| 2022 | SIGIR | Improving Conversational Recommender Systems via Transformer-based Sequential Modelling. | Jie Zou, Evangelos Kanoulas, Pengjie Ren, Zhaochun Ren, Aixin Sun, Cheng Long |
| 2021 | IGARSS | A Method of Subaperture Division in CSAR Imaging. | Yuliang Li, Rui Min, Jin Li, Yiming Pi, Jie Zou, Gao Jing |
| 2020 | CIKM | An Empirical Study on Clarifying Question-Based Systems. | Jie Zou, Evangelos Kanoulas, Yiqun Liu |
| 2020 | SIGIR | Towards Question-based Recommender Systems. | Jie Zou, Yifan Chen, Evangelos Kanoulas |
| 2019 | CIKM | Learning to Ask: Question-based Sequential Bayesian Product Search. | Jie Zou, Evangelos Kanoulas |
| 2018 | SIGIR | Technology Assisted Reviews: Finding the Last Few Relevant Documents by Asking Yes/No Questions to Reviewers. | Jie Zou, Dan Li, Evangelos Kanoulas |
| 2017 | ICDAR | Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. | Jie Zou, Sameer K. Antani, George R. Thoma |
| 2017 | ICSE | Learning to aggregate: an automated aggregation method for software quality model. | Meng Yan, Xiaohong Zhang, Chao Liu, Jie Zou, Ling Xu, Xin Xia |
| 2015 | IGARSS | Indirect measurement of forest leaf area index using path length model and Multispectral Canopy Imager. | Ronghai Hu, Jinghui Luo, Guangjian Yan, Jie Zou |
| 2015 | MSR | Which Non-functional Requirements Do Developers Focus On? An Empirical Study on Stack Overflow Using Topic Analysis. | Jie Zou, Ling Xu, Weikang Guo, Meng Yan, Dan Yang, Xiaohong Zhang |
| 2010 | DAS | Investigator name recognition from medical journal articles: a comparative study of SVM and structural SVM. | Xiaoli Zhang, Jie Zou, Daniel X. Le, George R. Thoma |
| 2010 | ICMLA | A Structural SVM Approach for Reference Parsing. | Xiaoli Zhang, Jie Zou, Daniel X. Le, George R. Thoma |
| 2007 | DocEng | Structure and content analysis for html medical articles: a hidden markov model approach. | Jie Zou, Daniel X. Le, George R. Thoma |
| 2005 | WACV | A Model-Based Interactive Object Segmentation Procedure. | Jie Zou |
| 2004 | ICPR | Evaluation of Model-Based Interactive Flower Recognition. | Jie Zou, George Nagy |
| 2002 | ICPR | Interactive Visual Pattern Recognition. | George Nagy, Jie Zou |
| 2002 | ICRA | Reconfigurable Micro-Assembly System for Photonics Applications. | Dan O. Popa, Byoung Hun Kang, Jeongsik Sin, Jie Zou |