Jingcai Guo | IJCAI

Department of Computing & LSGI , The Hong Kong Polytechnic University , Hong Kong SAR

14 papers in the IJCAI proceedings

IJCAI 2026

Cross Domain Test Time Scaling: Scale Knowledge and Reasoning on Cross Domains

with Minxi Yan, Yihua Shao, Yanling Pan, Siyu Chen, Hongjuan Pei, Hao Tang, Fei Ma, Nicu Sebe

doi:10.24963/ijcai.2026/217

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Gradient Enhancement Task Aware Post-training Quantization

with Yihua Shao, Yan Gu, Minxi Yan, Siyu Chen, Haiyang Liu, Ziyang Yan, Yongjia Li, Yan Wang, Qun Song, Hao Tang, Haotong Qin, Nicu Sebe

doi:10.24963/ijcai.2026/176

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Information Entropy for LLM-generated Text Detection

with Xiaoquan Yi, Haozhao Wang

doi:10.24963/ijcai.2026/226

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MLDA: Test-Time Multi-Level Adaptation with Dynamic Alignment for Compositional Zero-Shot Learning

with Miaoge Li, Yu Liu

doi:10.24963/ijcai.2026/149

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PMCE: Probabilistic Multi-Granularity Semantics with Caption-Guided Enhancement for Few-Shot Learning

with Jiaying Wu, Can Gao, Jinglu Hu, Hui Li, Xiaofeng Cao

doi:10.24963/ijcai.2026/206

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IJCAI 2025

ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation

with Jiao Li, Houcheng Su, Bingli Wang, Yuandong Min, Mengzhu Wang, Nan Yin, Shanshan Wang

doi:10.24963/ijcai.2025/155

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Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning

with Zhijie Rao, Miaoge Li, Yang Chen, Mengzhu Wang

doi:10.24963/ijcai.2025/679

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FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data

with Yuxia Sun, Aoxiang Sun, Siyi Pan, Zhixiao Fu

doi:10.24963/ijcai.2025/692

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In-Context Meta LoRA Generation

with Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang

doi:10.24963/ijcai.2025/683

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On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning

with Tianqi Wang, Depeng Li, Zhi Chen

doi:10.24963/ijcai.2025/715

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TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning

with Miaoge Li, Richard Yi Da Xu, Dongsheng Wang, Xiaofeng Cao, Zhijie Rao, Song Guo

doi:10.24963/ijcai.2025/624

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IJCAI 2024

Dual Expert Distillation Network for Generalized Zero-Shot Learning

with Zhijie Rao, Xiaocheng Lu, Jingming Liang, Jie Zhang, Haozhao Wang, Kang Wei, Xiaofeng Cao

doi:10.24963/ijcai.2024/534

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ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning

with Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang, Bo Han, Junyang Chen, Xin Xie, Song Guo

doi:10.24963/ijcai.2024/449

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IJCAI 2022

Personalized Federated Learning with Contextualized Generalization

with Xueyang Tang, Song Guo

doi:10.24963/ijcai.2022/311

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