Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction. - Dongyuan Li; Shiyin Tan; Yusong Wang 003; Kotaro Funakoshi; Manabu Okumura (CIKM, 2023)

EMP: Emotion-guided Multi-modal Fusion and Contrastive Learning for Personality Traits Recognition. - Yusong Wang 003; Dongyuan Li; Kotaro Funakoshi; Manabu Okumura (ICMR, 2023)

BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations. - Yusong Wang 003; Xuanye Fang; Huifeng Yin; Dongyuan Li; Guoqi Li; Qi Xu 008; Yi Xu 008; Shuai Zhong; Mingkun Xu (AAAI, 2025)

Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance. - Yusong Wang 003; Shiyin Tan; Jialun Shen; Yicheng Xu; Haobo Song; Qi Xu 008; Prayag Tiwari; Mingkun Xu (ICML, 2025)

Biologically-Inspired Evolutionary Domain Symbiosis for Few-shot and Zero-shot Point Cloud Semantic Segmentation. - Changshuo Wang 001; Zhijian Hu; Xiang Fang; Zaiyang Yu; Yibin Wu; Mingkun Xu; Yusong Wang 003; Xingyu Gao 001; Prayag Tiwari (AAAI, 2026)

MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning. - Yusong Wang 003; Jialun Shen; Zhihao Wu; Yicheng Xu; Shiyin Tan; Mingkun Xu; Changshuo Wang 001; Zixing Song; Prayag Tiwari (AAAI, 2026)

Causal2Vec: Improving Decoder-only LLMs as Embedding Models through a Contextual Token. - Ailiang Lin; Zhuoyun Li; Yusong Wang 003; Kotaro Funakoshi; Manabu Okumura (ACL (1), 2026)

Closed-Loop Bidirectional Prompting for Adversarial Robustness of Vision Language Models. - Xiao Liu 046; Jiaxiang Liu; Boci Peng; Boren Hu; Yusong Wang 003; Xiwen Chen; Prayag Tiwari; Liming Zhang; Mingkun Xu (CoRR, 2026)