Fast compressive sensing reconstruction algorithm on FPGA using Orthogonal Matching Pursuit. - Zhelun Yu; Jincheng Su; Fan Yang 001; Yangfeng Su; Xuan Zeng 001; Dian Zhou; Weiping Shi (ISCAS, 2016)

TrainerAgent: Customizable and Efficient Model Training through LLM-Powered Multi-Agent System. - Haoyuan Li 002; Hao Jiang 014; Tianke Zhang; Zhelun Yu; Aoxiong Yin; Hao Cheng; Siming Fu; Yuhao Zhang; Wanggui He (CoRR, 2023)

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback. - Wenyi Xiao; Ziwei Huang; Leilei Gan; Wanggui He; Haoyuan Li 002; Zhelun Yu; Hao Jiang 014; Fei Wu 001; Linchao Zhu (CoRR, 2024)

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition. - Tianwei Lin; Jiang Liu; Wenqiao Zhang; Zhaocheng Li; Yang Dai; Haoyuan Li 002; Zhelun Yu; Wanggui He; Juncheng Li 006; Hao Jiang 014; Siliang Tang; Yueting Zhuang (CoRR, 2024)

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation. - Fangxun Shu; Yue Liao; Le Zhuo; Chenning Xu; Guanghao Zhang; Haonan Shi; Long Chen 016; Tao Zhong; Wanggui He; Siming Fu; Haoyuan Li 002; Bolin Li; et al. (CoRR, 2024)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. - Ziwei Huang; Wanggui He; Quanyu Long; Yandi Wang; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Long Chan; Hao Jiang 014; Leilei Gan; Fei Wu 001 (CoRR, 2024)

Boosting Private Domain Understanding of Efficient MLLMs: A Tuning-free, Adaptive, Universal Prompt Optimization Framework. - Jiang Liu; Bolin Li; Haoyuan Li 002; Tianwei Lin; Wenqiao Zhang; Tao Zhong; Zhelun Yu; Jinghao Wei; Hao Cheng; Hao Jiang 014; Zheqi Lv; Juncheng Li 006; et al. (CoRR, 2024)

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis. - Wanggui He; Siming Fu; Mushui Liu; Xierui Wang; Wenyi Xiao; Fangxun Shu; Yi Wang; Lei Zhang 006; Zhelun Yu; Haoyuan Li 002; Ziwei Huang; Leilei Gan; et al. (AAAI, 2025)

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback. - Wenyi Xiao; Ziwei Huang; Leilei Gan; Wanggui He; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Hao Jiang 014; Linchao Zhu (AAAI, 2025)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. - Ziwei Huang; Wanggui He; Quanyu Long; Yandi Wang; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Weilong Dai; Hao Jiang 014; Fei Wu 001; Leilei Gan (ACL (1), 2025)

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition. - Tianwei Lin; Jiang Liu; Wenqiao Zhang; Yang Dai; Haoyuan Li 002; Zhelun Yu; Wanggui He; Juncheng Li 006; Jiannan Guo 003; Hao Jiang 014; Siliang Tang; Yueting Zhuang (ACL (1), 2025)

Streaming Video Question-Answering with In-context Video KV-Cache Retrieval. - Shangzhe Di; Zhelun Yu; Guanghao Zhang; Haoyuan Li 002; Tao Zhong; Hao Cheng; Bolin Li; Wanggui He; Fangxun Shu; Hao Jiang 014 (ICLR, 2025)

LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation. - Fangxun Shu; Yue Liao; Lei Zhang 006; Le Zhuo; Chenning Xu; Guanghao Zhang; Haonan Shi; Long Chan; Tao Zhong; Zhelun Yu; Wanggui He; Siming Fu; et al. (ICLR, 2025)

MINT: Multi-modal Chain of Thought in Unified Generative Models for Enhanced Image Generation. - Yi Wang; Mushui Liu; Wanggui He; Longxiang Zhang; Ziwei Huang; Guanghao Zhang; Fangxun Shu; Tao Zhong; Dong She; Zhelun Yu; Haoyuan Li 002; Weilong Dai; et al. (CoRR, 2025)

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation. - Guanghao Zhang; Tao Zhong; Yan Xia 006; Zhelun Yu; Haoyuan Li 002; Wanggui He; Fangxun Shu; Mushui Liu; Dong She; Yi Wang; Hao Jiang 014 (CoRR, 2025)

Fast-Slow Thinking for Large Vision-Language Model Reasoning. - Wenyi Xiao; Leilei Gan; Weilong Dai; Wanggui He; Ziwei Huang; Haoyuan Li 002; Fangxun Shu; Zhelun Yu; Peng Zhang 075; Hao Jiang 014; Fei Wu 001 (CoRR, 2025)