Zhiyuan Fan

63 papers A* 10Journal 41Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?
CoRR
Dadi Guo, Yuejin Xie, Qingyu Liu, Jiayu Liu, Zhiyuan Fan, Qihan Ren, Shuai Shao, Tianyi Zhou, Dongrui Liu, Yi R. Fung
2026 J jnl
Empowering Reliable Visual-Centric Instruction Following in MLLMs.
CoRR
Weilei He, Feng Ju, Zhiyuan Fan, Rui Min, Minhao Cheng, Yi R. Fung
2026 J jnl
LDSG-MLP: Research on a lightweight deep learning DDoS intrusion detection method for SDN.
Comput. Networks
Yahong Zhai, Xiaohang Zhang, Zhiyuan Fan, Longyan Xu
2026 J jnl
Online Learning and Equilibrium Computation with Ranking Feedback.
CoRR
Mingyang Liu, Yongshan Chen, Zhiyuan Fan, Gabriele Farina, Asuman Ozdaglar, Kaiqing Zhang
2026 J jnl
Tackling Length Inflation Without Trade-offs: Group Relative Reward Rescaling for Reinforcement Learning.
CoRR
Zichao Li, Jie Lou, Fangchen Dong, Zhiyuan Fan, Mengjie Ren, Hongyu Lin, Xianpei Han, Debing Zhang, Le Sun, Yaojie Lu, Xing Yu
2026 J jnl
Voluntary Renewable Programs: Optimal Pricing and Revenue Allocation.
CoRR
Zhiyuan Fan, Tianyi Lin, Bolun Xu
2025 J jnl
A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis.
CoRR
Xianchao Guan, Zhiyuan Fan, Yifeng Wang, Fuqiang Chen, Yanjiang Zhou, Zengyang Che, Hongxue Meng, Xin Li, Yaowei Wang, Hongpeng Wang, Min Zhang, Heng Tao Shen, Zheng Zhang, Yongbing Zhang
2025 — conf
CA-GAN: Context-Aware Generative Adversarial Networks for Pathological Image Super-Resolution.
BIBM
Zhiyuan Fan, Xianchao Guan, Yifeng Wang, Yongbing Zhang
2025 — conf
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering.
NAACL (Findings)
Yumeng Wang, Zhiyuan Fan, Qingyun Wang, Yi R. Fung, Heng Ji
2025 J jnl
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering.
CoRR
Yumeng Wang, Zhiyuan Fan, Qingyun Wang, May Fung, Heng Ji
2025 J jnl
CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions.
CoRR
Yuchen Huang, Zhiyuan Fan, Zhitao He, Sandeep Polisetty, Wenyan Li, Yi R. Fung
2025 J jnl
Design Optimization and Global Impact Assessment of Solar-Thermal Direct Air Carbon Capture.
CoRR
Zhiyuan Fan, Bolun Xu
2025 J jnl
Diversity-Enhanced Reasoning for Subjective Questions.
CoRR
Yumeng Wang, Zhiyuan Fan, Jiayu Liu, Yi R. (May) Fung
2025 A* conf
Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries.
COLT
Arnab Maiti, Zhiyuan Fan, Kevin Jamieson, Lillian J. Ratliff, Gabriele Farina
2025 J jnl
Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries.
CoRR
Arnab Maiti, Zhiyuan Fan, Kevin Jamieson, Lillian J. Ratliff, Gabriele Farina
2025 J jnl
Electric Arc Furnaces Scheduling under Electricity Price Volatility with Reinforcement Learning.
CoRR
Ruonan Pi, Zhiyuan Fan, Bolun Xu
2025 — conf
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation.
EMNLP (Findings)
Zhiyuan Fan, Longfei Yun, Ming Yan, Yumeng Wang, Dadi Guo, Brian Mak, James T. Kwok, Yi R. Fung
2025 J jnl
Enhancing Profit and CO2 Mitigation: Commercial Direct Air Capture Design and Operation with Power Market Volatility.
CoRR
Zhiyuan Fan, Elizabeth Dentzer, James Glynn, David S. Goldberg, Julio Friedmann, Bolun Xu
2025 J jnl
Environment Scaling for Interactive Agentic Experience Collection: A Survey.
CoRR
Yuchen Huang, Sijia Li, Minghao Liu, Wei Liu, Shijue Huang, Zhiyuan Fan, Hou Pong Chan, Yi R. Fung
2025 — conf
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration.
ACL (1)
Zhitao He, Sandeep Polisetty, Zhiyuan Fan, Yuchen Huang, Shujin Wu, Yi R. Fung
2025 J jnl
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration.
CoRR
Zhitao He, Sandeep Polisetty, Zhiyuan Fan, Yuchen Huang, Shujin Wu, Yi R. Fung
2025 J jnl
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models.
CoRR
Dadi Guo, Jiayu Liu, Zhiyuan Fan, Zhitao He, Haoran Li, Yumeng Wang, Yi R. Fung
2025 — conf
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing.
EMNLP (Findings)
Minghao Liu, Zhitao He, Zhiyuan Fan, Qingyun Wang, Yi R. Fung
2025 J jnl
MedEBench: Revisiting Text-instructed Image Editing on Medical Domain.
CoRR
Minghao Liu, Zhitao He, Zhiyuan Fan, Qingyun Wang, Yi R. Fung
2025 J jnl
On the Universal Near Optimality of Hedge in Combinatorial Settings.
CoRR
Zhiyuan Fan, Arnab Maiti, Kevin Jamieson, Lillian J. Ratliff, Gabriele Farina
2025 J jnl
PretrainZero: Reinforcement Active Pretraining.
CoRR
Xingrun Xing, Zhiyuan Fan, Jie Lou, Guoqi Li, Jiajun Zhang, Debing Zhang
2025 — conf
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction.
MICCAI (6)
Fengchun Liu, Linghan Cai, Zhikang Wang, Zhiyuan Fan, Jin-Gang Yu, Hao Chen, Yongbing Zhang
2025 J jnl
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction.
CoRR
Fengchun Liu, Linghan Cai, Zhikang Wang, Zhiyuan Fan, Jin-Gang Yu, Hao Chen, Yongbing Zhang
2025 J jnl
Robust Layerwise Scaling Rules by Proper Weight Decay Tuning.
CoRR
Zhiyuan Fan, Yifeng Liu, Qingyue Zhao, Angela Yuan, Quanquan Gu
2025 — conf
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs.
ACL (Findings)
Chuyi Kong, Ziyang Luo, Hongzhan Lin, Zhiyuan Fan, Yaxin Fan, Yuxi Sun, Jing Ma
2025 J jnl
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model.
CoRR
Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li
2025 J jnl
SedarEval: Automated Evaluation using Self-Adaptive Rubrics.
CoRR
Zhiyuan Fan, Weinong Wang, Xing Wu, Debing Zhang
2025 J jnl
Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm.
CoRR
Dadi Guo, Tianyi Zhou, Dongrui Liu, Chen Qian, Qihan Ren, Shuai Shao, Zhiyuan Fan, Yi R. Fung, Kun Wang, Linfeng Zhang, Jing Shao
2025 — conf
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward.
ACL (Findings)
Zhiyuan Fan, Yumeng Wang, Sandeep Polisetty, Yi R. Fung
2025 J jnl
V
CoRR
Zhiyuan Fan, Yumeng Wang, Sandeep Polisetty, Yi R. Fung
2025 A* conf
Video-to-Image Affordance Grounding via Visual Conceptual Learning.
ACM Multimedia
Zhiyuan Fan, Keyi Liang
2024 A* conf
Achieving Constant Regret in Linear Markov Decision Processes.
NeurIPS
Weitong Zhang, Zhiyuan Fan, Jiafan He, Quanquan Gu
2024 A* conf
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models.
NeurIPS
Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Y. Zou, Huaxiu Yao
2024 J jnl
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models.
CoRR
Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao
2024 A* conf
Calibrated Self-Rewarding Vision Language Models.
NeurIPS
Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao
2024 J jnl
Calibrated Self-Rewarding Vision Language Models.
CoRR
Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao
2024 — conf
Cross-Store Discount or Purchase Subsidy？ Promotion Strategy of E-commerce Platforms Based on the Two-Sided Market Theory.
WHICEB (1)
Miao Wang, Zhenhua Qu, Zhiyuan Fan, Yifei Liu, Min Wang
2024 J jnl
Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent.
CoRR
Ziyuan Qin, Dongjie Cheng, Haoyu Wang, Huahui Yi, Yuting Shao, Zhiyuan Fan, Kang Li, Qicheng Lao
2024 — conf
Exploring the Potential of Dense Information in Multimodal Alignment.
ACL (Findings)
Zhiyuan Fan, Zhihong Chen, Benyou Wang
2024 J jnl
From General to Specific: Utilizing General Hallucination to Benchmark Specific Role-Playing Agents.
CoRR
Chuyi Kong, Ziyang Luo, Hongzhan Lin, Zhiyuan Fan, Yaxin Fan, Yuxi Sun, Jing Ma
2024 J jnl
Long-Term Energy Management for Microgrid with Hybrid Hydrogen-Battery Energy Storage: A Prediction-Free Coordinated Optimization Framework.
CoRR
Ning Qi, Kaidi Huang, Zhiyuan Fan, Bolun Xu
2024 A* conf
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games.
NeurIPS
Zhiyuan Fan, Christian Kroer, Gabriele Farina
2024 J jnl
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games.
CoRR
Zhiyuan Fan, Christian Kroer, Gabriele Farina
2024 — conf
SedarEval: Automated Evaluation using Self-Adaptive Rubrics.
EMNLP (Findings)
Zhiyuan Fan, Weinong Wang, Xing Wu, Debing Zhang
2024 J jnl
Settling Constant Regrets in Linear Markov Decision Processes.
CoRR
Weitong Zhang, Zhiyuan Fan, Jiafan He, Quanquan Gu
2023 A* conf
Efficient Algorithms for Sparse Moment Problems without Separation.
COLT
Zhiyuan Fan, Jian Li
2023 — conf
Efficient Data Learning for Open Information Extraction with Pre-trained Language Models.
EMNLP (Findings)
Zhiyuan Fan, Shizhu He
2023 J jnl
Efficient Data Learning for Open Information Extraction with Pre-trained Language Models.
CoRR
Zhiyuan Fan, Shizhu He
2023 A* conf
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits.
ICML
Weitong Zhang, Jiafan He, Zhiyuan Fan, Quanquan Gu
2023 J jnl
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits.
CoRR
Weitong Zhang, Jiafan He, Zhiyuan Fan, Quanquan Gu
2023 A* conf
OpenFE: Automated Feature Generation with Expert-level Performance.
ICML
Tianping Zhang, Zheyu Aqa Zhang, Zhiyuan Fan, Haoyan Luo, Fengyuan Liu, Qian Liu, Wei Cao, Li Jian
2022 J jnl
Efficient Algorithms for Sparse Moment Problems without Separation.
CoRR
Zhiyuan Fan, Jian Li
2022 J jnl
OpenFE: Automated Feature Generation beyond Expert-level Performance.
CoRR
Tianping Zhang, Zheyu Zhang, Zhiyuan Fan, Haoyan Luo, Fengyuan Liu, Wei Cao, Jian Li
2022 A* conf
The exact complexity of pseudorandom functions and the black-box natural proof barrier for bootstrapping results in computational complexity.
STOC
Zhiyuan Fan, Jiatu Li, Tianqi Yang
2021 J jnl
The Exact Complexity of Pseudorandom Functions and Tight Barriers to Lower Bound Proofs.
Electron. Colloquium Comput. Complex.
Zhiyuan Fan, Jiatu Li, Tianqi Yang
2021 J jnl
The Exact Complexity of Pseudorandom Functions and Tight Barriers to Lower Bound Proofs.
IACR Cryptol. ePrint Arch.
Zhiyuan Fan, Jiatu Li, Tianqi Yang
2020 J jnl
Smartphone Biosensor System with Multi-Testing Unit Based on Localized Surface Plasmon Resonance Integrated with Microfluidics Chip.
Sensors
Zhiyuan Fan, Zhaoxin Geng, Weihao Fang, Xiaoqing Lv, Yue Su, Shicai Wang, Hongda Chen
2017 J jnl
Recent Progress in Optical Biosensors Based on Smartphone Platforms.
Sensors
Zhaoxin Geng, Xiong Zhang, Zhiyuan Fan, Xiaoqing Lv, Yue Su, Hongda Chen