Jie Zou

According to our database, Jie Zou authored at least 49 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

CoRR, April, 2026

DASH-KV: Accelerating Long-Context LLM Inference via Asymmetric KV Cache Hashing.

Jinyu Guo, Zhihan Zhang, Yutong Li, Jiehui Xie, Md. Tamim Iqbal, Dongshen Han, Lik-Hang Lee, Sung-Ho Bae, Jie Zou, Yang Yang, Chaoning Zhang

CoRR, April, 2026

Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization.

Xudong Wang, Chaoning Zhang, Jiaquan Zhang, Chenghao Li, Qigan Sun, Sung-Ho Bae, Peng Wang, Ning Xie, Jie Zou, Yang Yang, Hengtao Shen

CoRR, March, 2026

Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain.

Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Xudong Wang, Zhenzhen Huang, Pengcheng Zheng, Shuai Yuan, Sheng Zheng, Qigan Sun, Jie Zou, Lik-Hang Lee, Yang Yang

CoRR, February, 2026

CooSBR: Rethinking neighborhood integration for session-based recommendation.

Yuhan Yang, Jie Zou, Guojia An, Weikang Guo, Mingshi Yan, Yang Yang, Heng Tao Shen

Inf. Process. Manag., 2026

Multi-type context-aware conversational recommender systems via mixture-of-experts.

Jie Zou, Cheng Lin, Weikang Guo, Zheng Wang, Jiwei Wei, Yang Yang, Heng Tao Shen

Inf. Fusion, 2026

Less is more: Adaptive prompt compression and exemplar selection for efficient few-shot sentiment analysis.

Peter Atandoh, Yongkang Li, Weikang Guo, Jinyu Guo, Jie Zou

Expert Syst. Appl., 2026

Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation.

Pengfei Zhang, Guojia An, Jin Huang, Yuhan Yang, Yang Yang, Jie Zou

Proceedings of the ACM Web Conference 2026, 2026

ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation.

Kaibei Li, Jie Zou, Qika Lin, Weikang Guo, Qinyang He, Yang Yang

Proceedings of the ACM Web Conference 2026, 2026

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

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

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

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering.

Xiao Ao, Jie Zou, Yibiao Wei, Peng Wang, Weikang Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Distilling Grounding DINO for an Edge-Cloud Collaborative Advanced Driver Assistance System.

Cheng Lin, Hong Hu, Jie Zou, Lujun Li, Jun Liu, Yipeng Gao, Yang Yang, Heng Tao Shen

IEEE Trans. Circuits Syst. Video Technol., December, 2025

Multi-refined Feature Enhanced Sentiment Analysis Using Contextual Instruction.

Peter Atandoh, Jie Zou, Weikang Guo, Jiwei Wei, Zheng Wang

CoRR, November, 2025

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems.

Yibiao Wei, Jie Zou, Weikang Guo, Guoyin Wang, Xing Xu, Yang Yang

CoRR, April, 2025

PSCon: Toward Conversational Product Search.

Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, Heng Tao Shen

CoRR, February, 2025

Retrieval Augmented Multi-agent Recommender.

Xiao Ao, Shuxi Han, Yeming Li, Heli Ma, Pengfei Zhang, Jie Zou

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

PSCon: Product Search Through Conversations.

Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, Heng Tao Shen

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems.

Yibiao Wei, Jie Zou, Weikang Guo, Guoqing Wang, Xing Xu, Yang Yang

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation.

Guojia An, Jie Zou, Jiwei Wei, Chaoning Zhang, Fuming Sun, Yang Yang

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Knowledge-Enhanced Conversational Recommendation via Transformer-Based Sequential Modeling.

Jie Zou, Aixin Sun, Cheng Long, Evangelos Kanoulas

ACM Trans. Inf. Syst., November, 2024

Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective.

Ke Liu, Jiwei Wei, Jie Zou, Peng Wang, Yang Yang, Heng Tao Shen

IEEE Trans. Multim., 2024

Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling.

Jie Zou, Aixin Sun, Cheng Long, Evangelos Kanoulas

CoRR, 2024

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

Proceedings of the Computer Vision - ECCV 2024, 2024

Ask or Recommend: An Empirical Study on Conversational Product Search.

Heli Ma, Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Yi Bin, Yang Yang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Learning to Ask: Conversational Product Search via Representation Learning.

Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren, Evangelos Kanoulas

ACM Trans. Inf. Syst., April, 2023

Users Meet Clarifying Questions: Toward a Better Understanding of User Interactions for Search Clarification.

Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Maria Soledad Pera, Yiqun Liu

ACM Trans. Inf. Syst., January, 2023

Asking Clarifying Questions: To benefit or to disturb users in Web search?

Jie Zou, Aixin Sun, Cheng Long, Mohammad Aliannejadi, Evangelos Kanoulas

Inf. Process. Manag., 2023

Research on the Influence of Drone Countermeasure Equipment on the Surveillance System Used in Civil Aviation.

Jie Wu, Jiaquan Ye, Jie Zou, Jing Gao, Kaitao Cui

IEEE Access, 2023

Cross-modal Consistency Learning with Fine-grained Fusion Network for Multimodal Fake News Detection.

Jun Li, Yi Bin, Jie Zou, Jiwei Wei, Guoqing Wang, Yang Yang

Proceedings of the ACM Multimedia Asia 2023, 2023

2022

Improving Conversational Recommender Systems via Transformer-based Sequential Modelling.

Jie Zou, Evangelos Kanoulas, Pengjie Ren, Zhaochun Ren, Aixin Sun, Cheng Long

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

Improving search and recommendation by asking clarifying questions.

Jie Zou

SIGIR Forum, 2021

Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems.

Dan Li, Shuai Wang, Jie Zou, Chang Tian, Elisha Nieuwburg, Fengyuan Sun, Evangelos Kanoulas

CoRR, 2021

Category Aware Explainable Conversational Recommendation.

Nikolaos Kondylidis, Jie Zou, Evangelos Kanoulas

CoRR, 2021

2020

Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews.

Jie Zou, Evangelos Kanoulas

ACM Trans. Inf. Syst., 2020

Block-Aware Item Similarity Models for Top-<i>N</i> Recommendation.

Yifan Chen, Yang Wang, Xiang Zhao, Jie Zou, Maarten de Rijke

ACM Trans. Inf. Syst., 2020

Towards Question-based Recommender Systems.

Jie Zou, Yifan Chen, Evangelos Kanoulas

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

An Empirical Study on Clarifying Question-Based Systems.

Jie Zou, Evangelos Kanoulas, Yiqun Liu

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Learning to Ask: Question-based Sequential Bayesian Product Search.

Jie Zou, Evangelos Kanoulas

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Technology Assisted Reviews: Finding the Last Few Relevant Documents by Asking Yes/No Questions to Reviewers.

Jie Zou, Dan Li, Evangelos Kanoulas

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017

Towards comprehending the non-functional requirements through Developers' eyes: An exploration of Stack Overflow using topic analysis.

Jie Zou, Ling Xu, Mengning Yang, Xiaohong Zhang, Dan Yang

Inf. Softw. Technol., 2017

Learning to aggregate: an automated aggregation method for software quality model.

Meng Yan, Xiaohong Zhang, Chao Liu, Jie Zou, Ling Xu, Xin Xia

Proceedings of the 39th International Conference on Software Engineering, 2017

2016

Automated Duplicate Bug Report Detection Using Multi-Factor Analysis.

Jie Zou, Ling Xu, Mengning Yang, Xiaohong Zhang, Jun Zeng, Sachio Hirokawa

IEICE Trans. Inf. Syst., 2016

Duplication Detection for Software Bug Reports based on Topic Model.

Jie Zou, Ling Xu, Mengning Yang, Meng Yan, Dan Yang, Xiaohong Zhang

Proceedings of the 9th International Conference on Service Science, 2016

2015

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

Proceedings of the 12th IEEE/ACM Working Conference on Mining Software Repositories, 2015