Yunke Zhang

According to our database, Yunke Zhang authored at least 45 papers between 2017 and 2026.

Collaborative distances:

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

2026

Investigating effective LLM-based in-context tool use: what matters and how to improve.

Yining Zheng, Haiyang Wei, Jiahao Lu, Linqi Yin, Yunke Zhang, Chengguo Xu, Hetao Cui, Tianxiang Sun, Shuang Chen, Xipeng Qiu

Frontiers Comput. Sci., July, 2026

Understanding World or Predicting Future? A Comprehensive Survey of World Models.

Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li

ACM Comput. Surv., February, 2026

Know What You Know: Metacognitive Entropy Calibration for Verifiable RL Reasoning.

Qiannian Zhao, Chen Yang, Jinhao Jing, Yunke Zhang, Xuhui Ren, Lu Yu, Shijie Zhang, Hongzhi Yin

CoRR, February, 2026

MagicAgent: Towards Generalized Agent Planning.

Xuhui Ren, Shaokang Dong, Chen Yang, Qing Gao, Yunbin Zhao, Yongsheng Liu, Xinwei Geng, Xiang Li, Demei Yan, Yanqing Li, Chenhao Huang, Dingwei Zhu, Junjie Ye, Boxuan Yue, Yingnan Fu, Mengzhe Lv, Zezeng Feng, Boshen Zhou, Bocheng Wang, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Yunke Zhang

CoRR, February, 2026

DFPO: Scaling Value Modeling via Distributional Flow towards Robust and Generalizable LLM Post-Training.

Dingwei Zhu, Zhiheng Xi, Shihan Dou, Jiahan Li, Chenhao Huang, Junjie Ye, Sixian Li, Mingxu Chai, Yuhui Wang, Yajie Yang, Ming Zhang, Jiazheng Zhang, Shichun Liu, Caishuang Huang, Yunke Zhang, Yuran Wang, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang

CoRR, February, 2026

A survey of physics-informed AI for complex urban systems.

En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li

Inf. Fusion, 2026

Physics-Aware Multimodal Urban Heat Mapping with Open Web Imagery and Mobility Data.

Yuanyi You, Yunke Zhang, Yong Li

Proceedings of the ACM Web Conference 2026, 2026

What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study.

Xiaoran Fan, Zhichao Sun, Yangfan Gao, Jingfei Xiong, Hang Yan, Yifei Cao, Jiajun Sun, Shuo Li, Zhihao Zhang, Zhiheng Xi, Yuhao Zhou, Senjie Jin, Changhao Jiang, Junjie Ye, Ming Zhang, Rui Zheng, Zhenhua Han, Yunke Zhang, Demei Yan, Shaokang Dong, Tao Ji, Tao Gui

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

AI Urban Scientist: Multi-Agent Collaborative Automation for Urban Research.

Tong Xia, Jiankun Zhang, Ruiwen You, Ao Xu, Linghao Zhang, Tengyao Tu, Jingzhi Wang, Jinghua Piao, Yunke Zhang, Fengli Xu, Yong Li

CoRR, December, 2025

DVPO: Distributional Value Modeling-based Policy Optimization for LLM Post-Training.

Dingwei Zhu, Zhiheng Xi, Shihan Dou, Yuhui Wang, Sixian Li, Junjie Ye, Honglin Guo, Shichun Liu, Chenhao Huang, Yajie Yang, Junlin Shang, Senjie Jin, Ming Zhang, Jiazheng Zhang, Caishuang Huang, Yunke Zhang, Demei Yan, Yuran Wang, Tao Gui

CoRR, December, 2025

From Scores to Preferences: Redefining MOS Benchmarking for Speech Quality Reward Modeling.

Yifei Cao, Changhao Jiang, Jiabao Zhuang, Jiajun Sun, Ming Zhang, Zhiheng Xi, Hui Li, Shihan Dou, Yuran Wang, Yunke Zhang, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang

CoRR, October, 2025

MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning.

Liujian Tang, Shaokang Dong, Yijia Huang, Minqi Xiang, Hongtao Ruan, Bin Wang, Shuo Li, Zhiheng Xi, Zhihui Cao, Hailiang Pang, Heng Kong, He Yang, Mingxu Chai, Zhilin Gao, Xingyu Liu, Yingnan Fu, Jiaming Liu, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Kang Wang, Yunke Zhang, Yuran Wang

CoRR, August, 2025

VRPO: Rethinking Value Modeling for Robust RL Training under Noisy Supervision.

Dingwei Zhu, Shihan Dou, Zhiheng Xi, Senjie Jin, Guoqiang Zhang, Jiazheng Zhang, Junjie Ye, Mingxu Chai, Enyu Zhou, Ming Zhang, Caishuang Huang, Yunke Zhang, Yuran Wang, Tao Gui

CoRR, August, 2025

Speech-Language Models with Decoupled Tokenizers and Multi-Token Prediction.

Xiaoran Fan, Zhichao Sun, Yangfan Gao, Jingfei Xiong, Hang Yan, Yifei Cao, Jiajun Sun, Shuo Li, Zhihao Zhang, Zhiheng Xi, Yuhao Zhou, Senjie Jin, Changhao Jiang, Junjie Ye, Ming Zhang, Rui Zheng, Zhenhua Han, Yunke Zhang, Demei Yan, Shaokang Dong, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang

CoRR, June, 2025

AI Agent Behavioral Science.

Lin Chen, Yunke Zhang, Jie Feng, Haoye Chai, Honglin Zhang, Bingbing Fan, Yibo Ma, Shiyuan Zhang, Nian Li, Tianhui Liu, Nicholas Sukiennik, Keyu Zhao, Yu Li, Ziyi Liu, Fengli Xu, Yong Li

CoRR, June, 2025

A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.

Jie Feng, Jinwei Zeng, Qingyue Long, Hongyi Chen, Jie Zhao, Yanxin Xi, Zhilun Zhou, Yuan Yuan, Shengyuan Wang, Qingbin Zeng, Songwei Li, Yunke Zhang, Yuming Lin, Tong Li, Jingtao Ding, Chen Gao, Fengli Xu, Yong Li

CoRR, April, 2025

Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities.

Tao Feng, Yunke Zhang, Huandong Wang, Yong Li

CoRR, March, 2025

Causal Discovery and Inference towards Urban Elements and Associated Factors.

Tao Feng, Yunke Zhang, Xiaochen Fan, Huandong Wang, Yong Li

CoRR, March, 2025

EPR-GAIL: An EPR-Enhanced Hierarchical Imitation Learning Framework to Simulate Complex User Consumption Behaviors.

Tao Feng, Yunke Zhang, Huandong Wang, Yong Li

CoRR, March, 2025

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

Fengli Xu, Qianyue Hao, Zefang Zong, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, Chenyang Shao, Yuwei Yan, Qinglong Yang, Yiwen Song, Sijian Ren, Xinyuan Hu, Yu Li, Jie Feng, Chen Gao, Yong Li

CoRR, January, 2025

Toward large reasoning models: A survey of reinforced reasoning with large language models.

Fengli Xu, Qianyue Hao, Chenyang Shao, Zefang Zong, Yu Li, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, Yuwei Yan, Qinglong Yang, Yiwen Song, Sijian Ren, Xinyuan Hu, Jie Feng, Chen Gao, Yong Li

Patterns, 2025

Perceiving Urban Inequality from Imagery Using Visual Language Models with Chain-of-Thought Reasoning.

Yunke Zhang, Ruolong Ma, Xin Zhang, Yong Li

Proceedings of the ACM on Web Conference 2025, 2025

Cyber Food Swamps: Investigating the Impacts of Online-to-Offline Food Delivery Platforms on Healthy Food Choices.

Yunke Zhang, Yiran Fan, Peijie Liu, Fengli Xu, Yong Li

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios.

Chenglu Pan, Xiaogang Xu, Ganggui Ding, Yunke Zhang, Wenbo Li, Jiarong Xu, Qingbiao Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation.

Daiye Miao, Yufang Liu, Jie Wang, Changzhi Sun, Yunke Zhang, Demei Yan, Shaokang Dong, Qi Zhang, Yuanbin Wu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.

Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Demand-driven Urban Facility Visit Prediction.

Yunke Zhang, Tong Li, Yuan Yuan, Fengli Xu, Fan Yang, Funing Sun, Yong Li

ACM Trans. Intell. Syst. Technol., April, 2024

Artificial Intelligence for Complex Network: Potential, Methodology and Application.

Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li

CoRR, 2024

2023

Data and knowledge co-driving for cancer subtype classification on multi-scale histopathological slides.

Bo Yu, Hechang Chen, Yunke Zhang, Lele Cong, Shuchao Pang, Hongren Zhou, Ziye Wang, Xianling Cong

Knowl. Based Syst., 2023

A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities.

Yanxin Xi, Yu Liu, Tong Li, Jintao Ding, Yunke Zhang, Sasu Tarkoma, Yong Li, Pan Hui

CoRR, 2023

Weakly Supervised Image Matting via Patch Clustering.

Yunke Zhang, Chi Wang, Yu Zhang, Hujun Bao, Weiwei Xu

Proceedings of the Image and Graphics - 12th International Conference, 2023

2022

A Mixed-Methods Analysis of the Algorithm-Mediated Labor of Online Food Deliverers in China.

Zhilong Chen, Xiaochong Lan, Jinghua Piao, Yunke Zhang, Yong Li

Proc. ACM Hum. Comput. Interact., 2022

Context-aware road travel time estimation by coupled tensor decomposition based on trajectory data.

Liping Huang, Yongjian Yang, Hechang Chen, Yunke Zhang, Zijia Wang, Lifang He

Knowl. Based Syst., 2022

Erroneous pixel prediction for semantic image segmentation.

Lixue Gong, Yiqun Zhang, Yunke Zhang, Yin Yang, Weiwei Xu

Comput. Vis. Media, 2022

Active Boundary Loss for Semantic Segmentation.

Chi Wang, Yunke Zhang, Miaomiao Cui, Peiran Ren, Yin Yang, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Weiwei Xu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Quantifying the Causal Effect of Individual Mobility on Health Status in Urban Space.

Yunke Zhang, Fengli Xu, Tong Xia, Yong Li

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Passive Health Monitoring Using Large Scale Mobility Data.

Yunke Zhang, Fengli Xu, Tong Li, Vassilis Kostakos, Pan Hui, Yong Li

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Attention-guided Temporal Coherent Video Object Matting.

Yunke Zhang, Chi Wang, Miaomiao Cui, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Qixing Huang, Weiwei Xu

CoRR, 2021

Active Boundary Loss for Semantic Segmentation.

Chi Wang, Yunke Zhang, Miaomiao Cui, Jinlin Liu, Peiran Ren, Yin Yang, Xuansong Xie, XianSheng Hua, Hujun Bao, Weiwei Xu

CoRR, 2021

Attention-guided Temporally Coherent Video Object Matting.

Yunke Zhang, Chi Wang, Miaomiao Cui, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Qixing Huang, Weiwei Xu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Structure-Enhanced Graph Representation Learning for Link Prediction in Signed Networks.

Yunke Zhang, Zhiwei Yang, Bo Yu, Hechang Chen, Yang Li, Xuehua Zhao

Proceedings of the Knowledge Science, Engineering and Management, 2021

HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition.

Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang, Yi Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Semantic Label Enhanced Named Entity Recognition with Incompletely Annotated Data.

Yunke Zhang, Long Yu, Zhanfeng Liu

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

2019

A Late Fusion CNN for Digital Matting.

Yunke Zhang, Lixue Gong, Lubin Fan, Peiran Ren, Qixing Huang, Hujun Bao, Weiwei Xu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

Layout Style Modeling for Automating Banner Design.

Yunke Zhang, Kangkang Hu, Peiran Ren, Changyuan Yang, Weiwei Xu, Xian-Sheng Hua

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017