Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain. - Xuanhua He; Tao Hu 027; Guoli Wang 004; Zejin Wang; Run Wang; Qian Zhang 009; Keyu Yan; Ziyi Chen; Rui Li 027; Chengjun Xie; Jie Zhang 033; Man Zhou 003 (AAAI, 2024)

Frequency Decomposition-Driven Network for JPEG Artifacts Removal. - Ke Cao 001; Xuanhua He; Keyu Yan; Tao Hu 027; Rui Li 027; Chengjun Xie; Jie Zhang 033 (ICME, 2024)

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain. - Xuanhua He; Tao Hu 027; Guoli Wang 004; Zejin Wang; Run Wang; Qian Zhang 009; Keyu Yan; Ziyi Chen; Rui Li 027; Chenjun Xie; Jie Zhang 033; Man Zhou 003 (CoRR, 2024)

ID-Animator: Zero-Shot Identity-Preserving Human Video Generation. - Xuanhua He; Quande Liu; Shengju Qian; Xin Wang; Tao Hu 027; Ke Cao 001; Keyu Yan; Man Zhou 003; Jie Zhang 033 (CoRR, 2024)

Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion. - Ke Cao 001; Xuanhua He; Tao Hu 027; Chengjun Xie; Jie Zhang 033; Man Zhou 003; Danfeng Hong (CoRR, 2024)

Spatially-Adaptive Large-Kernel Network for Efficient Image Super-Resolution. - Xuanhua He; Ke Cao 001; Tao Hu 027; Jie Zhang 033; Rui Li 027 (IEEE Signal Process. Lett., 2024)

Freq-RWKV: Granularity-Aware Spatial-Frequency Synergy via Dual-Domain Recurrent Scanning for Pan-sharpening. - Xueheng Li; Xuanhua He; Tao Hu 027; Jie Zhang 033; Man Zhou 003; Chengjun Xie; Yingying Wang 005; Bo Huang 001 (ACM Multimedia, 2025)

Pan-Sharpening via Causal-Aware Feature Distribution Calibration. - Xueheng Li; Tao Hu 027; Ke Cao 001; Jie Zhang 033; Chengjun Xie; Man Zhou 003; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2025)

O2-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering. - Jianbiao Mei; Tao Hu 027; Daocheng Fu; Licheng Wen; Xuemeng Yang; Rong Wu; Pinlong Cai; Xinyu Cai; Xing Gao 005; Yu Yang 001; Chengjun Xie; Botian Shi; et al. (CoRR, 2025)

KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision. - Rong Wu; Pinlong Cai; Jianbiao Mei; Licheng Wen; Tao Hu 027; Xuemeng Yang; Daocheng Fu; Botian Shi (CoRR, 2025)

RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection. - Daocheng Fu; Jianbiao Mei; Licheng Wen; Xuemeng Yang; Cheng Yang; Rong Wu; Tao Hu 027; Siqi Li; Yufan Shen; Xinyu Cai; Pinlong Cai; Botian Shi; et al. (CoRR, 2025)

When Classes Evolve: A Benchmark and Framework for Stage-Aware Class-Incremental Learning. - Zheng Zhang; Tao Hu 027; Xueheng Li; Yang Wang; Rui Li 027; Jie Zhang 033; Chengjun Xie (CoRR, 2026)

PestVL-Net: Enabling Multimodal Pest Learning via Fine-grained Vision-Language Interaction. - Xueheng Li; Tao Hu 027; Ke Cao 001; Runsheng Qi; Huixin Zhang; Rui Li 027; Jie Zhang 033; Chengjun Xie (CoRR, 2026)

LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking. - Yukai Ma; Tiantian Wei; Naiting Zhong; Jianbiao Mei; Tao Hu 027; Licheng Wen; Xuemeng Yang; Botian Shi; Yong Liu 007 (IEEE Trans. Neural Networks Learn. Syst., 2026)

Pest-Thinker: Learning to Think and Reason like Entomologists via Reinforcement Learning. - Xueheng Li; Yu Wang; Tao Hu 027; Ji Huang; Ke Cao 001; Qize Yang; Rui Li 027; Jie Zhang 033; Chengjun Xie (CoRR, 2026)