Cai, Jiayin

11 publications

ICLR 2026 Beyond Scattered Acceptance: Fast and Coherent Inference for DLMs via Longest Stable Prefixes Pengxiang Li, Jiayin Cai, Hongwei Xue, Kunyu Shi, Shilin Yan

ICLR 2026 GIR-Bench: Versatile Benchmark for Generating Images with Reasoning Hongxiang Li, Yaowei Li, Bin Lin, Yuwei Niu, Yuhang Yang, Xiaoshuang Huang, Jiayin Cai, Xiaolong Jiang, Yao Hu, Long Chen

ICLR 2026 WorldSense: Evaluating Real-World Omnimodal Understanding for Multimodal LLMs Jack Hong, Shilin Yan, Jiayin Cai, Xiaolong Jiang, Yao Hu, Weidi Xie

ICLR 2025 A Sanity Check for AI-Generated Image Detection Shilin Yan, Ouxiang Li, Jiayin Cai, Yanbin Hao, Xiaolong Jiang, Yao Hu, Weidi Xie

NeurIPS 2025 Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Pengxiang Li, Shilin Yan, Jiayin Cai, Renrui Zhang, Ruichuan An, Ziyu Guo, Xiaowei Gao

ICLR 2025 DynaPrompt: Dynamic Test-Time Prompt Tuning Zehao Xiao, Shilin Yan, Jack Hong, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiayi Shen, Cheems Wang, Cees G. M. Snoek

CVPR 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant Yikun Liu, Yajie Zhang, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiangchao Yao, Yanfeng Wang, Weidi Xie

ICCV 2025 Object-Centric Video Question Answering with Visual Grounding and Referring Haochen Wang, Qirui Chen, Cilin Yan, Jiayin Cai, Xiaolong Jiang, Yao Hu, Weidi Xie, Stratis Gavves

CVPRW 2022 Image Multi-Inpainting via Progressive Generative Adversarial Networks Jiayin Cai, Changlin Li, Xin Tao, Yu-Wing Tai

CVPRW 2022 NTIRE 2022 Image Inpainting Challenge: Report Andrés Romero, Angela Castillo, Jose Abril-Nova, Radu Timofte, Ritwik Das, Sanchit Hira, Zhihong Pan, Min Zhang, Baopu Li, Dongliang He, Tianwei Lin, Fu Li, Chengyue Wu, Xianming Liu, Xinying Wang, Yi Yu, Jie Yang, Rengang Li, Yaqian Zhao, Zhenhua Guo, Baoyu Fan, Xiaochuan Li, Runze Zhang, Zeyu Lu, Junqin Huang, Gang Wu, Junjun Jiang, Jiayin Cai, Changlin Li, Xin Tao, Yu-Wing Tai, Xiaoqiang Zhou, Huaibo Huang

IJCAI 2020 Feature Augmented Memory with Global Attention Network for VideoQA Jiayin Cai, Chun Yuan, Cheng Shi, Lei Li, Yangyang Cheng, Ying Shan