Yunke Zhang

53 papers A* 8A 1B 1C 1Journal 38Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of physics-informed AI for complex urban systems.
Inf. Fusion
En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li
2026 J jnl
DFPO: Scaling Value Modeling via Distributional Flow towards Robust and Generalizable LLM Post-Training.
CoRR
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
2026 J jnl
Investigating effective LLM-based in-context tool use: what matters and how to improve.
Frontiers Comput. Sci.
Yining Zheng, Haiyang Wei, Jiahao Lu, Linqi Yin, Yunke Zhang, Chengguo Xu, Hetao Cui, Tianxiang Sun, Shuang Chen, Xipeng Qiu
2026 J jnl
Know What You Know: Metacognitive Entropy Calibration for Verifiable RL Reasoning.
CoRR
Qiannian Zhao, Chen Yang, Jinhao Jing, Yunke Zhang, Xuhui Ren, Lu Yu, Shijie Zhang, Hongzhi Yin
2026 J jnl
MagicAgent: Towards Generalized Agent Planning.
CoRR
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
2026 A* conf
Physics-Aware Multimodal Urban Heat Mapping with Open Web Imagery and Mobility Data.
WWW
Yuanyi You, Yunke Zhang, Yong Li
2026 J jnl
Understanding World or Predicting Future? A Comprehensive Survey of World Models.
ACM Comput. Surv.
Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li
2026 A* conf
What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study.
AAAI
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
2025 J jnl
A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.
CoRR
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
2025 J jnl
A Survey of Physics-Informed AI for Complex Urban Systems.
CoRR
En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li
2025 J jnl
AI Agent Behavioral Science.
CoRR
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
2025 J jnl
AI Urban Scientist: Multi-Agent Collaborative Automation for Urban Research.
CoRR
Tong Xia, Jiankun Zhang, Ruiwen You, Ao Xu, Linghao Zhang, Tengyao Tu, Jingzhi Wang, Jinghua Piao, Yunke Zhang, Fengli Xu, Yong Li
2025 B conf
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.
COLING
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
2025 — conf
Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios.
ICCVW
Chenglu Pan, Xiaogang Xu, Ganggui Ding, Yunke Zhang, Wenbo Li, Jiarong Xu, Qingbiao Wu
2025 J jnl
Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios.
CoRR
Chenglu Pan, Xiaogang Xu, Ganggui Ding, Yunke Zhang, Wenbo Li, Jiarong Xu, Qingbiao Wu
2025 J jnl
Causal Discovery and Inference towards Urban Elements and Associated Factors.
CoRR
Tao Feng, Yunke Zhang, Xiaochen Fan, Huandong Wang, Yong Li
2025 J jnl
Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities.
CoRR
Tao Feng, Yunke Zhang, Huandong Wang, Yong Li
2025 A conf
Cyber Food Swamps: Investigating the Impacts of Online-to-Offline Food Delivery Platforms on Healthy Food Choices.
ICWSM
Yunke Zhang, Yiran Fan, Peijie Liu, Fengli Xu, Yong Li
2025 J jnl
DVPO: Distributional Value Modeling-based Policy Optimization for LLM Post-Training.
CoRR
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
2025 J jnl
EPR-GAIL: An EPR-Enhanced Hierarchical Imitation Learning Framework to Simulate Complex User Consumption Behaviors.
CoRR
Tao Feng, Yunke Zhang, Huandong Wang, Yong Li
2025 J jnl
From Scores to Preferences: Redefining MOS Benchmarking for Speech Quality Reward Modeling.
CoRR
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
2025 J jnl
MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning.
CoRR
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
2025 A* conf
Perceiving Urban Inequality from Imagery Using Visual Language Models with Chain-of-Thought Reasoning.
WWW
Yunke Zhang, Ruolong Ma, Xin Zhang, Yong Li
2025 J jnl
Speech-Language Models with Decoupled Tokenizers and Multi-Token Prediction.
CoRR
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
2025 A* conf
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation.
EMNLP
Daiye Miao, Yufang Liu, Jie Wang, Changzhi Sun, Yunke Zhang, Demei Yan, Shaokang Dong, Qi Zhang, Yuanbin Wu
2025 J jnl
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation.
CoRR
Daiye Miao, Yufang Liu, Jie Wang, Changzhi Sun, Yunke Zhang, Demei Yan, Shaokang Dong, Qi Zhang, Yuanbin Wu
2025 J jnl
Toward large reasoning models: A survey of reinforced reasoning with large language models.
Patterns
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
2025 J jnl
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.
CoRR
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
2025 J jnl
VRPO: Rethinking Value Modeling for Robust RL Training under Noisy Supervision.
CoRR
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
2024 J jnl
Artificial Intelligence for Complex Network: Potential, Methodology and Application.
CoRR
Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li
2024 J jnl
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.
CoRR
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
2024 J jnl
Cyber Food Swamps: Investigating the Impacts of Online-to-Offline Food Delivery Platforms on Healthy Food Choices.
CoRR
Yunke Zhang, Yiran Fan, Peijie Liu, Fengli Xu, Yong Li
2024 J jnl
Demand-driven Urban Facility Visit Prediction.
ACM Trans. Intell. Syst. Technol.
Yunke Zhang, Tong Li, Yuan Yuan, Fengli Xu, Fan Yang, Funing Sun, Yong Li
2024 J jnl
Understanding World or Predicting Future? A Comprehensive Survey of World Models.
CoRR
Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li
2023 J jnl
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities.
CoRR
Yanxin Xi, Yu Liu, Tong Li, Jintao Ding, Yunke Zhang, Sasu Tarkoma, Yong Li, Pan Hui
2023 J jnl
Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological Slides.
CoRR
Bo Yu, Hechang Chen, Yunke Zhang, Lele Cong, Shuchao Pang, Hongren Zhou, Ziye Wang, Xianling Cong
2023 J jnl
Data and knowledge co-driving for cancer subtype classification on multi-scale histopathological slides.
Knowl. Based Syst.
Bo Yu, Hechang Chen, Yunke Zhang, Lele Cong, Shuchao Pang, Hongren Zhou, Ziye Wang, Xianling Cong
2023 — conf
Weakly Supervised Image Matting via Patch Clustering.
ICIG (1)
Yunke Zhang, Chi Wang, Yu Zhang, Hujun Bao, Weiwei Xu
2022 J jnl
A Mixed-Methods Analysis of the Algorithm-Mediated Labor of Online Food Deliverers in China.
CoRR
Zhilong Chen, Xiaochong Lan, Jinghua Piao, Yunke Zhang, Yong Li
2022 J jnl
A Mixed-Methods Analysis of the Algorithm-Mediated Labor of Online Food Deliverers in China.
Proc. ACM Hum. Comput. Interact.
Zhilong Chen, Xiaochong Lan, Jinghua Piao, Yunke Zhang, Yong Li
2022 A* conf
Active Boundary Loss for Semantic Segmentation.
AAAI
Chi Wang, Yunke Zhang, Miaomiao Cui, Peiran Ren, Yin Yang, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Weiwei Xu
2022 J jnl
Context-aware road travel time estimation by coupled tensor decomposition based on trajectory data.
Knowl. Based Syst.
Liping Huang, Yongjian Yang, Hechang Chen, Yunke Zhang, Zijia Wang, Lifang He
2022 J jnl
Erroneous pixel prediction for semantic image segmentation.
Comput. Vis. Media
Lixue Gong, Yiqun Zhang, Yunke Zhang, Yin Yang, Weiwei Xu
2021 J jnl
Active Boundary Loss for Semantic Segmentation.
CoRR
Chi Wang, Yunke Zhang, Miaomiao Cui, Jinlin Liu, Peiran Ren, Yin Yang, Xuansong Xie, Xiansheng Hua, Hujun Bao, Weiwei Xu
2021 J jnl
Attention-guided Temporal Coherent Video Object Matting.
CoRR
Yunke Zhang, Chi Wang, Miaomiao Cui, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Qixing Huang, Weiwei Xu
2021 A* conf
Attention-guided Temporally Coherent Video Object Matting.
ACM Multimedia
Yunke Zhang, Chi Wang, Miaomiao Cui, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Qixing Huang, Weiwei Xu
2021 — conf
HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition.
EMNLP (Findings)
Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang, Yi Chang
2021 J jnl
Passive Health Monitoring Using Large Scale Mobility Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yunke Zhang, Fengli Xu, Tong Li, Vassilis Kostakos, Pan Hui, Yong Li
2021 J jnl
Quantifying the Causal Effect of Individual Mobility on Health Status in Urban Space.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yunke Zhang, Fengli Xu, Tong Xia, Yong Li
2021 C conf
Structure-Enhanced Graph Representation Learning for Link Prediction in Signed Networks.
KSEM
Yunke Zhang, Zhiwei Yang, Bo Yu, Hechang Chen, Yang Li, Xuehua Zhao
2020 — conf
Semantic Label Enhanced Named Entity Recognition with Incompletely Annotated Data.
CCKS
Yunke Zhang, Long Yu, Zhanfeng Liu
2019 A* conf
A Late Fusion CNN for Digital Matting.
CVPR
Yunke Zhang, Lixue Gong, Lubin Fan, Peiran Ren, Qixing Huang, Hujun Bao, Weiwei Xu
2017 A* conf
Layout Style Modeling for Automating Banner Design.
ACM Multimedia (Thematic Workshops)
Yunke Zhang, Kangkang Hu, Peiran Ren, Changyuan Yang, Weiwei Xu, Xian-Sheng Hua