Yongfeng Zhang

88 papers A* 5A 3B 4C 1Misc 1Journal 58Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A consensus particle swarm-guided trajectory unification method for training Kolmogorov-Arnold Networks.
Appl. Soft Comput.
Zhihao Liu, Yongfeng Zhang
2026 J jnl
Dual-branch adaptive feature fusion network.
Neurocomputing
Kai Su, Yongfeng Zhang
2026 J jnl
Errors in AI-Assisted Retrieval of Medical Literature: A Comparative Study.
CoRR
Jenny Gao, Yongfeng Zhang, Mary L. Disis, Lanjing Zhang
2026 — conf
H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents.
EACL (Volume 1: Long Papers)
Zihe Ye, Jingyuan Huang, Weixin Chen, Yongfeng Zhang
2026 J jnl
LMACNet: Lightweight Multi-Scale Attention Convolutional Network for Glass Insulator Defects.
Complex Syst. Model. Simul.
Mingsen Li, Yongfeng Zhang, Xianlong Lv
2026 J jnl
MemRec: Collaborative Memory-Augmented Agentic Recommender System.
CoRR
Weixin Chen, Yuhan Zhao, Jingyuan Huang, Zihe Ye, Clark Mingxuan Ju, Tong Zhao, Neil Shah, Li Chen, Yongfeng Zhang
2026 J jnl
RAGRouter-Bench: A Dataset and Benchmark for Adaptive RAG Routing.
CoRR
Ziqi Wang, Xi Zhu, Shuhang Lin, Haochen Xue, Minghao Guo, Yongfeng Zhang
2026 J jnl
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey.
CoRR
Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang, Yuanchen Bei, Yankai Chen, Tao Feng, Xinyu Pan, Zhen Tan, Yu Wang, Tianxin Wei, Shanglin Wu, Ruiyao Xu, Liangwei Yang, Rui Yang, Wooseong Yang, Chin-Yuan Yeh, Hanrong Zhang, Haozhen Zhang, Siqi Zhu, Henry Peng Zou, Wanjia Zhao, Song Wang, Wujiang Xu, Zixuan Ke, Zheng Hui, Dawei Li, Yaozu Wu, Langzhou He, Chen Wang, Xiongxiao Xu, Baixiang Huang, Juntao Tan, Shelby Heinecke, Huan Wang, Caiming Xiong, Ahmed A. Metwally, Jun Yan, Chen-Yu Lee, Hanqing Zeng, Yinglong Xia, Xiaokai Wei, Ali Payani, Yu Wang, Haitong Ma, Wenya Wang, Chenguang Wang, Yu Zhang, Xin Wang, Yongfeng Zhang, Jiaxuan You, Hanghang Tong, Xiao Luo, Xue Liu, Yizhou Sun, Wei Wang, Julian J. McAuley, James Zou, Jiawei Han, Philip S. Yu, Kai Shu
2025 — conf
ADO: Automatic Data Optimization for Inputs in LLM Prompts.
ACL (Findings)
Sam Lin, Wenyue Hua, Lingyao Li, Zhenting Wang, Yongfeng Zhang
2025 J jnl
ADO: Automatic Data Optimization for Inputs in LLM Prompts.
CoRR
Sam Lin, Wenyue Hua, Lingyao Li, Zhenting Wang, Yongfeng Zhang
2025 J jnl
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback.
CoRR
Joshua Park, Yongfeng Zhang
2025 J jnl
DispatchMAS: Fusing taxonomy and artificial intelligence agents for emergency medical services.
CoRR
Xiang Li, Huizi Yu, Wenkong Wang, Yiran Wu, Jiayan Zhou, Wenyue Hua, Xinxin Lin, Wenjia Tan, Lexuan Zhu, Bingyi Chen, Guang Chen, Ming-Li Chen, Yang Zhou, Zhao Li, Themistocles L. Assimes, Yongfeng Zhang, Qingyun Wu, Xin Ma, Lingyao Li, Lizhou Fan
2025 A* conf
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface.
ICLR
Wenyue Hua, Mengting Wan, Jagannath Shashank Subramanya Sai Vadrevu, Ryan Nadel, Yongfeng Zhang, Chi Wang
2025 J jnl
Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design.
CoRR
Zhenkun Li, Lingyao Li, Shuhang Lin, Yongfeng Zhang
2025 J jnl
Novel Consensus-Based Particle Swarm Optimization-Guided Surrogate-Enhanced Methodology for Solving Expensive Black-Box Optimization.
Complex Syst. Model. Simul.
Yongfeng Zhang, Zhihao Liu, Kaili Jia, Zhenbin Zhang, Hsiaodong Chiang
2025 J jnl
Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction.
CoRR
Xiaoran Xu, Zhaoqian Xue, Chi Zhang, Jhonatan Medri, Junjie Xiong, Jiayan Zhou, Jin Jin, Yongfeng Zhang, Siyuan Ma, Lingyao Li
2025 J jnl
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server.
CoRR
Xiang Zhang, Yongfeng Zhang
2025 — conf
Task-Aligned Tool Recommendation for Large Language Models.
IJCNLP-AACL (long papers)
Hang Gao, Yongfeng Zhang
2024 J jnl
CLIP-Adapter: Better Vision-Language Models with Feature Adapters.
Int. J. Comput. Vis.
Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao
2024 C conf
Combining Spaceborne GNSS-R Data and Ensemble Machine Learning Methods for the Retrieval Vegetation Optical Depth.
IGARSS
Jinwei Bu, Qiulan Wang, Linghui Li, Yongfeng Zhang, Xinyu Liu
2024 J jnl
EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models.
CoRR
Guo Lin, Wenyue Hua, Yongfeng Zhang
2024 J jnl
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface.
CoRR
Wenyue Hua, Mengting Wan, Shashank Vadrevu, Ryan Nadel, Yongfeng Zhang, Chi Wang
2024 — conf
Language is All a Graph Needs.
EACL (Findings)
Ruosong Ye, Caiqi Zhang, Runhui Wang, Shuyuan Xu, Yongfeng Zhang
2024 J jnl
Large Language Model Agent for Fake News Detection.
CoRR
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
2024 J jnl
Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures.
CoRR
Xinyi Li, Yu Xu, Yongfeng Zhang, Edward C. Malthouse
2024 J jnl
LawLLM: Law Large Language Model for the US Legal System.
CoRR
Dong Shu, Haoran Zhao, Xukun Liu, David Demeter, Mengnan Du, Yongfeng Zhang
2024 J jnl
Memory Sharing for Large Language Model based Agents.
CoRR
Hang Gao, Yongfeng Zhang
2024 — conf
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.
ACL (1)
Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang
2024 J jnl
PTR: Precision-Driven Tool Recommendation for Large Language Models.
CoRR
Hang Gao, Yongfeng Zhang
2024 — conf
Pre-trained Language Models for Entity Blocking: A Reproducibility Study.
NAACL-HLT
Runhui Wang, Yongfeng Zhang
2024 J jnl
Robustness-aware Automatic Prompt Optimization.
CoRR
Zeru Shi, Zhenting Wang, Yongye Su, Weidi Luo, Fan Yang, Yongfeng Zhang
2024 J jnl
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models.
CoRR
Hang Gao, Yongfeng Zhang
2024 J jnl
Vegetation Water Content Retrieval from Spaceborne GNSS-R and Multi-Source Remote Sensing Data Using Ensemble Machine Learning Methods.
Remote. Sens.
Yongfeng Zhang, Jinwei Bu, Xiaoqing Zuo, Kegen Yu, Qiulan Wang, Weimin Huang
2023 J jnl
A High-Performance UVA Photodetector Based on Polycrystalline Perovskite MAPbCl3/TiO2 Nanorods Heterojunctions.
Sensors
Yupeng Zhang, Yannan Zhai, Hui Zhang, Zhaoxin Wang, Yongfeng Zhang, Ruiliang Xu, Shengping Ruan, Jingran Zhou
2023 J jnl
A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake News.
CoRR
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
2023 — conf
A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, and Fake News.
INRA@RecSys
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
2023 J jnl
Bias-Free Predictive Control of Power Converters with LCL Filter in Micro-Energy Systems.
IEEE Trans. Ind. Electron.
Qianli Xing, Zhenbin Zhang, Zhen Li, Xiaozhe Liu, Yu Li, Yi Zhang, Yongfeng Zhang, Tomislav Dragicevic, José Rodríguez
2023 J jnl
Design of Healthcare Lighting in Medical Centers Based on Power Carrier Communication.
Int. J. Inf. Technol. Syst. Approach
Yan Huang, Yongfeng Zhang
2023 J jnl
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing.
Trans. Assoc. Comput. Linguistics
Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu
2023 J jnl
ExplainableFold: Understanding AlphaFold Prediction with Explainable AI.
CoRR
Juntao Tan, Yongfeng Zhang
2023 J jnl
Exploring Fine-tuning ChatGPT for News Recommendation.
CoRR
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
2023 A* conf
HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention.
ICLR
Shijie Geng, Jianbo Yuan, Yu Tian, Yuxiao Chen, Yongfeng Zhang
2023 J jnl
HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention.
CoRR
Shijie Geng, Jianbo Yuan, Yu Tian, Yuxiao Chen, Yongfeng Zhang
2023 J jnl
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.
CoRR
Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang
2023 J jnl
Natural Language is All a Graph Needs.
CoRR
Ruosong Ye, Caiqi Zhang, Runhui Wang, Shuyuan Xu, Yongfeng Zhang
2023 J jnl
OpenP5: Benchmarking Foundation Models for Recommendation.
CoRR
Shuyuan Xu, Wenyue Hua, Yongfeng Zhang
2023 J jnl
PBNR: Prompt-based News Recommender System.
CoRR
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
2023 J jnl
Sparks of Artificial General Recommender (AGR): Early Experiments with ChatGPT.
CoRR
Guo Lin, Yongfeng Zhang
2023 J jnl
Sparks of Artificial General Recommender (AGR): Experiments with ChatGPT.
Algorithms
Guo Lin, Yongfeng Zhang
2023 J jnl
Transferable Fairness for Cold-Start Recommendation.
CoRR
Yunqi Li, Dingxian Wang, Hanxiong Chen, Yongfeng Zhang
2022 — conf
Backstepping Terminal Sliding Mode Control of FOG Inertial Platform Stability Loop Based on Extended State Observer.
CRC
Hongwu Liu, Shuling Hu, Qingzhong Cai, Yongfeng Zhang, Kun Zhang
2022 — conf
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation.
EMNLP (Findings)
Yanbo Fang, Yongfeng Zhang
2022 J jnl
Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing.
CoRR
Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu
2022 J jnl
Improving neural topic modeling via Sinkhorn divergence.
Inf. Process. Manag.
Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang
2022 J jnl
Neural Logic Analogy Learning.
CoRR
Yujia Fan, Yongfeng Zhang
2022 — conf
System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning.
EMNLP (Findings)
Wenyue Hua, Yongfeng Zhang
2021 J jnl
CLIP-Adapter: Better Vision-Language Models with Feature Adapters.
CoRR
Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao
2021 J jnl
Conversational Search and Recommendation: Introduction to the Special Issue.
ACM Trans. Inf. Syst.
Claudia Hauff, Julia Kiseleva, Mark Sanderson, Hamed Zamani, Yongfeng Zhang
2021 A* conf
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers.
AAAI
Shijie Geng, Peng Gao, Moitreya Chatterjee, Chiori Hori, Jonathan Le Roux, Yongfeng Zhang, Hongsheng Li, Anoop Cherian
2021 J jnl
Initial Assessment of Galileo Triple-Frequency Ambiguity Resolution between Reference Stations in the Hong Kong Area.
Remote. Sens.
Yangyang Li, Mingxing Shen, Lei Yang, Chenlong Deng, Weiming Tang, Xuan Zou, Yawei Wang, Yongfeng Zhang
2021 J jnl
Problem Learning: Towards the Free Will of Machines.
CoRR
Yongfeng Zhang
2021 J jnl
RomeBERT: Robust Training of Multi-Exit BERT.
CoRR
Shijie Geng, Peng Gao, Zuohui Fu, Yongfeng Zhang
2020 J jnl
A Novel Method for Mitigating the GPS Multipath Effect Based on a Multi-Point Hemispherical Grid Model.
Remote. Sens.
Yawei Wang, Xuan Zou, Chenlong Deng, Weiming Tang, Yangyang Li, Yongfeng Zhang, Jin Feng
2020 B conf
A Representation Learning Approach to Animal Biodiversity Conservation.
COLING
Meet Mukadam, Mandhara Jayaram, Yongfeng Zhang
2020 J jnl
FairCharge: A Data-Driven Fairness-Aware Charging Recommendation System for Large-Scale Electric Taxi Fleets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Guang Wang, Yongfeng Zhang, Zhihan Fang, Shuai Wang, Fan Zhang, Desheng Zhang
2019 J jnl
A Quantitative and Comparative Study of Network-Level Efficiency for Cloud Storage Services.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Zhenhua Li, Yongfeng Zhang, Yunhao Liu, Tianyin Xu, Ennan Zhai, Yao Liu, Xiaobo Ma, Zhenyu Li
2019 J jnl
Finite-Time Trajectory Tracking Control for Overhead Crane Systems Subject to Unknown Disturbances.
IEEE Access
Menghua Zhang, Yongfeng Zhang, Xingong Cheng
2019 J jnl
Image Recommendation With Reciprocal Social Influence.
IEEE Access
Yuan Meng, Chunyan Han, Yongfeng Zhang, YanJie Li, Guibing Guo
2019 — conf
Model-Free Adaptive Integral Sliding Mode Control for 4-DOF Tower Crane Systems.
AIM
Menghua Zhang, Yongfeng Zhang, Xingong Cheng
2019 A* conf
Neural Variational Correlated Topic Modeling.
WWW
Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei
2019 — ed.
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), Copenhagen, Denmark, September 20, 2019.
RMSE@RecSys
Robin Burke, Himan Abdollahpouri, Edward C. Malthouse, K. P. Thai, Yongfeng Zhang
2019 — conf
RMSE: Workshop on Recommendation in Multi-stakeholder Environments.
RMSE@RecSys
Robin Burke, Himan Abdollahpouri, Edward C. Malthouse, K. P. Thai, Yongfeng Zhang
2019 A conf
Recommendation in multistakeholder environments.
RecSys
Robin Burke, Himan Abdollahpouri, Edward C. Malthouse, K. P. Thai, Yongfeng Zhang
2019 J jnl
Similarity Driven Approximation for Text Analytics.
CoRR
Guangyan Hu, Yongfeng Zhang, Sandro Rigo, Thu D. Nguyen
2019 Misc conf
Tutorial on Explainable Recommendation and Search.
ICTIR
Yongfeng Zhang
2019 J jnl
Visual Semantic Image Recommendation.
IEEE Access
Guibing Guo, Yuan Meng, Yongfeng Zhang, Chunyan Han, YanJie Li
2018 J jnl
Triple-Frequency Code-Phase Combination Determination: A Comparison with the Hatch-Melbourne-Wübbena Combination Using BDS Signals.
Remote. Sens.
Chenlong Deng, Weiming Tang, Jianhui Cui, Mingxing Shen, Zongnan Li, Xuan Zou, Yongfeng Zhang
2017 J jnl
Explainable Recommendation: Theory and Applications.
CoRR
Yongfeng Zhang
2017 B conf
Give me Something Unknown: Incorporate Exploration Preference in Cognition into Recommender System.
ICTAI
Daoyi Li, Minlie Huang, Yongfeng Zhang, Xiaoyan Zhu
2016 — —
Deep learning and interpolation for featured-based pattern classification.
Yongfeng Zhang
2015 A conf
Incorporating Phrase-level Sentiment Analysis on Textual Reviews for Personalized Recommendation.
WSDM
Yongfeng Zhang
2015 B conf
Interpolation aided fuzzy image classification.
FUZZ-IEEE
Yongfeng Zhang, Changjing Shang, Qiang Shen
2015 A* conf
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering.
AAAI
Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy
2014 A conf
Browser-oriented universal cross-site recommendation and explanation based on user browsing logs.
RecSys
Yongfeng Zhang
2014 B conf
Interpolating Deep Spatio-Temporal Inference Network features for image classification.
IJCNN
Yongfeng Zhang, Changjing Shang, Qiang Shen
2013 — conf
Interpolating destin features for image classification.
UKCI
Yongfeng Zhang, Changjing Shang, Qiang Shen
2012 J jnl
Dynamics of a computational affective model inspired by Dörner's PSI theory.
Cogn. Syst. Res.
Zhenhua Cai, Ben Goertzel, Changle Zhou, Yongfeng Zhang, Min Jiang, Gino Yu
2009 — conf
Research on Turn Ratio of Magnetic Valve Type Controlled Reactor Based on Bifurcation Theory.
HIS (2)
Yongfeng Zhang, Xingong Cheng, Xiju Zong