Recent Progress in Optical Biosensors Based on Smartphone Platforms. - Zhaoxin Geng; Xiong Zhang; Zhiyuan Fan; Xiaoqing Lv; Yue Su; Hongda Chen (Sensors, 2017)

Smartphone Biosensor System with Multi-Testing Unit Based on Localized Surface Plasmon Resonance Integrated with Microfluidics Chip. - Zhiyuan Fan; Zhaoxin Geng; Weihao Fang; Xiaoqing Lv; Yue Su; Shicai Wang; Hongda Chen (Sensors, 2020)

The Exact Complexity of Pseudorandom Functions and Tight Barriers to Lower Bound Proofs. - Zhiyuan Fan; Jiatu Li; Tianqi Yang 001 (Electron. Colloquium Comput. Complex., 2021)

The exact complexity of pseudorandom functions and the black-box natural proof barrier for bootstrapping results in computational complexity. - Zhiyuan Fan; Jiatu Li; Tianqi Yang 001 (STOC, 2022)

OpenFE: Automated Feature Generation beyond Expert-level Performance. - Tianping Zhang; Zheyu Zhang; Zhiyuan Fan; Haoyan Luo; Fengyuan Liu; Wei Cao 007; Jian Li 015 (CoRR, 2022)

Efficient Algorithms for Sparse Moment Problems without Separation. - Zhiyuan Fan; Jian Li (COLT, 2023)

Efficient Data Learning for Open Information Extraction with Pre-trained Language Models. - Zhiyuan Fan; Shizhu He (EMNLP (Findings), 2023)

On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits. - Weitong Zhang; Jiafan He; Zhiyuan Fan; Quanquan Gu (ICML, 2023)

OpenFE: Automated Feature Generation with Expert-level Performance. - Tianping Zhang; Zheyu Aqa Zhang; Zhiyuan Fan; Haoyan Luo; Fengyuan Liu; Qian Liu; Wei Cao; Li Jian (ICML, 2023)

Exploring the Potential of Dense Information in Multimodal Alignment. - Zhiyuan Fan; Zhihong Chen; Benyou Wang (ACL (Findings), 2024)

SedarEval: Automated Evaluation using Self-Adaptive Rubrics. - Zhiyuan Fan; Weinong Wang; Xing Wu; Debing Zhang (EMNLP (Findings), 2024)

On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games. - Zhiyuan Fan; Christian Kroer; Gabriele Farina (NeurIPS, 2024)

CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models. - Peng Xia 005; Ze Chen; Juanxi Tian; Yangrui Gong; Ruibo Hou; Yue Xu; Zhenbang Wu; Zhiyuan Fan; Yiyang Zhou; Kangyu Zhu; Wenhao Zheng; Zhaoyang Wang 004; et al. (NeurIPS, 2024)

Achieving Constant Regret in Linear Markov Decision Processes. - Weitong Zhang; Zhiyuan Fan; Jiafan He; Quanquan Gu (NeurIPS, 2024)

Calibrated Self-Rewarding Vision Language Models. - Yiyang Zhou; Zhiyuan Fan; Dongjie Cheng; Sihan Yang; Zhaorun Chen; Chenhang Cui; Xiyao Wang; Yun Li; Linjun Zhang; Huaxiu Yao (NeurIPS, 2024)

Cross-Store Discount or Purchase Subsidy？ Promotion Strategy of E-commerce Platforms Based on the Two-Sided Market Theory. - Miao Wang; Zhenhua Qu; Zhiyuan Fan; Yifei Liu; Min Wang (WHICEB (1), 2024)

Settling Constant Regrets in Linear Markov Decision Processes. - Weitong Zhang; Zhiyuan Fan; Jiafan He; Quanquan Gu (CoRR, 2024)

Long-Term Energy Management for Microgrid with Hybrid Hydrogen-Battery Energy Storage: A Prediction-Free Coordinated Optimization Framework. - Ning Qi; Kaidi Huang; Zhiyuan Fan; Bolun Xu (CoRR, 2024)

From General to Specific: Utilizing General Hallucination to Benchmark Specific Role-Playing Agents. - Chuyi Kong; Ziyang Luo; Hongzhan Lin 001; Zhiyuan Fan; Yaxin Fan; Yuxi Sun 011; Jing Ma 004 (CoRR, 2024)

Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent. - Ziyuan Qin 001; Dongjie Cheng; Haoyu Wang; Huahui Yi; Yuting Shao; Zhiyuan Fan; Kang Li 004; Qicheng Lao (CoRR, 2024)

MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration. - Zhitao He 001; Sandeep Polisetty; Zhiyuan Fan; Yuchen Huang; Shujin Wu; Yi R. Fung 001 (ACL (1), 2025)

Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward. - Zhiyuan Fan; Yumeng Wang; Sandeep Polisetty; Yi R. Fung 001 (ACL (Findings), 2025)

SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs. - Chuyi Kong; Ziyang Luo; Hongzhan Lin 001; Zhiyuan Fan; Yaxin Fan; Yuxi Sun 011; Jing Ma 004 (ACL (Findings), 2025)

Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries. - Arnab Maiti; Zhiyuan Fan; Kevin G. Jamieson; Lillian J. Ratliff; Gabriele Farina (COLT, 2025)

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering. - Yumeng Wang; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001; Heng Ji 001 (NAACL (Findings), 2025)

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering. - Yumeng Wang; Zhiyuan Fan; Qingyun Wang 005; May Fung; Heng Ji 001 (CoRR, 2025)

Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction. - Fengchun Liu; Linghan Cai; Zhikang Wang; Zhiyuan Fan; Jin-gang Yu; Hao Chen 011; Yongbing Zhang (CoRR, 2025)

V2R-Bench: Holistically Evaluating LVLM Robustness to Fundamental Visual Variations. - Zhiyuan Fan; Yumeng Wang; Sandeep Polisetty; Yi R. Fung 001 (CoRR, 2025)

MedEBench: Revisiting Text-instructed Image Editing on Medical Domain. - Minghao Liu; Zhitao He 001; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001 (CoRR, 2025)

Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models. - Dadi Guo; Jiayu Liu; Zhiyuan Fan; Zhitao He 001; Haoran Li; Yumeng Wang; Yi R. Fung 001 (CoRR, 2025)

CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions. - Yuchen Huang; Zhiyuan Fan; Zhitao He 001; Sandeep Polisetty; Wenyan Li; Yi R. Fung 001 (CoRR, 2025)

Diversity-Enhanced Reasoning for Subjective Questions. - Yumeng Wang; Zhiyuan Fan; Jiayu Liu; Yi R. (May) Fung (CoRR, 2025)