Advanced Real-Time IoMT System for Early Gastric Cancer Detection through Integrated Grid-Search Multimodal Gating Network and Robust Embedded Technology. - Xian-Xian Liu; Mingkun Xu; Yuanyuan Wei 008; Huifeng Yin; Simon Fong 001; Wei Luo; Juntao Gao (GLOBECOM, 2024)

Efficient Semantic Relationship and Representation Reconstruction Based on Knowledge Graph. - Ailin Song; Huifeng Yin; Shuai Zhong; Mingkun Xu (ICECET, 2024)

Enhancing Generalization and Convergence in Neural Networks through a Dual-Phase Regularization Approach with Excitatory-Inhibitory Transition. - Mingkun Xu; Huifeng Yin; Shuai Zhong (ICECET, 2024)

Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks. - Huifeng Yin; Mingkun Xu; Jing Pei; Lei Deng 003 (CoRR, 2024)

Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies. - Mingkun Xu; Huifeng Yin; Yujie Wu 002; Guoqi Li; Faqiang Liu; Jing Pei; Shuai Zhong; Lei Deng 003 (CoRR, 2024)

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions. - Yu Zhao; Huifeng Yin; Bo Zeng; Hao Wang; Tianqi Shi; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2024)

Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement. - Lingfeng Ming; Bo Zeng; Chenyang Lyu; Tianqi Shi; Yu Zhao; Xue Yang; Yefeng Liu; Yiyu Wang; Linlong Xu; Yangyang Liu; Xiaohu Zhao; Hao Wang; et al. (CoRR, 2024)

Understanding the functional roles of modelling components in spiking neural networks. - Huifeng Yin; Hanle Zheng; Jiayi Mao; Siyuan Ding; Xing Liu; Mingkun Xu; Yifan Hu; Jing Pei; Lei Deng 003 (Neuromorph. Comput. Eng., 2024)

Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency. - Yuhong Chen; Ailin Song; Huifeng Yin; Shuai Zhong; Fuhai Chen; Qi Xu; Shiping Wang; Mingkun Xu (AAAI, 2025)

BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations. - Yusong Wang; Xuanye Fang; Huifeng Yin; Dongyuan Li; Guoqi Li; Qi Xu; Yi Xu; Shuai Zhong; Mingkun Xu (AAAI, 2025)

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models. - Huifeng Yin; Yu Zhao; Minghao Wu; Xuanfan Ni; Bo Zeng; Hao Wang; Tianqi Shi; Liangying Shao; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (ACL (1), 2025)

Towards Widening The Distillation Bottleneck for Reasoning Models. - Huifeng Yin; Yu Zhao; Minghao Wu; Xuanfan Ni; Bo Zeng; Hao Wang; Tianqi Shi; Liangying Shao; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2025)

The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks. - Minghao Wu; Weixuan Wang; Sinuo Liu; Huifeng Yin; Xintong Wang 001; Yu Zhao; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2025)

WebSailor: Navigating Super-human Reasoning for Web Agent. - Kuan Li; Zhongwang Zhang; Huifeng Yin; Liwen Zhang; Litu Ou; Jialong Wu 007; Wenbiao Yin; Baixuan Li; Zhengwei Tao; Xinyu Wang 013; Weizhou Shen; Junkai Zhang; et al. (CoRR, 2025)