| 2026 | AAAI | Biologically-Inspired Evolutionary Domain Symbiosis for Few-shot and Zero-shot Point Cloud Semantic Segmentation. | Changshuo Wang, Zhijian Hu, Xiang Fang, Zaiyang Yu, Yibin Wu, Mingkun Xu, Yusong Wang, Xingyu Gao, Prayag Tiwari |
| 2026 | AAAI | MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning. | Yusong Wang, Jialun Shen, Zhihao Wu, Yicheng Xu, Shiyin Tan, Mingkun Xu, Changshuo Wang, Zixing Song, Prayag Tiwari |
| 2026 | ACL | BMAM: Brain-inspired Multi-Agent Memory Framework. | Yang Li, Jiaxiang Liu, Yusong Wang, Yujie Wu, Mingkun Xu |
| 2026 | ACL | Causal2Vec: Improving Decoder-only LLMs as Embedding Models through a Contextual Token. | Ailiang Lin, Zhuoyun Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura |
| 2026 | KDD | Tokenizing 3D Molecule Structure with Quantized Spherical Coordinates. | Kaiyuan Gao, Yusong Wang, Haoxiang Guan, Zun Wang, Qizhi Pei, John E. Hopcroft, Kun He, Lijun Wu |
| 2025 | AAAI | 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 |
| 2025 | CHI | GenColor: Generative Color-Concept Association in Visual Design. | Yihan Hou, Xingchen Zeng, Yusong Wang, Manling Yang, Xiaojiao Chen, Wei Zeng |
| 2025 | ICASSP | ClingTP: Curriculum Learning based Multi-style Title Prefix Generation. | Yusong Wang, Dongyuan Li, Jialun Shen, Yicheng Xu, Shuai Zhong, Mingkun Xu |
| 2025 | ICML | Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance. | Yusong Wang, Shiyin Tan, Jialun Shen, Yicheng Xu, Haobo Song, Qi Xu, Prayag Tiwari, Mingkun Xu |
| 2025 | ICML | Variance as a Catalyst: Efficient and Transferable Semantic Erasure Adversarial Attack for Customized Diffusion Models. | Jiachen Yang, Yusong Wang, Yanmei Fang, Yunshu Dai, Fangjun Huang |
| 2025 | IJCNN | Orchestrating Spiking Dynamics with Dendritic Activation Functionality for Bolstering Expressivity and Learning Efficiency. | Mingkun Xu, Runxi Tang, Yusong Wang, Shuai Zhong |
| 2025 | VINCI | HeritageExplorer: Interactive Visualization and Dialogue System for Multi-modal Architectural Heritage Exploration. | Yusong Wang, Yihan Hou, Rong Huang, Wei Zeng |
| 2024 | ACML | Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism. | Ailin Song, Yuhong Chen, Yusong Wang, Shuai Zhong, Mingkun Xu |
| 2024 | EMNLP | LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation. | Yusong Wang, Dongyuan Li, Jialun Shen, Yicheng Xu, Mingkun Xu, Kotaro Funakoshi, Manabu Okumura |
| 2024 | ICASSP | Inter-Modality and Intra-Sample Alignment for Multi-Modal Emotion Recognition. | Yusong Wang, Dongyuan Li, Jialun Shen |
| 2024 | ICLR | Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation. | Yunyang Li, Yusong Wang, Lin Huang, Han Yang, Xinran Wei, Jia Zhang, Tong Wang, Zun Wang, Bin Shao, Tie-Yan Liu |
| 2024 | PRICAI | FINE-LMT: Fine-Grained Feature Learning for Multi-modal Machine Translation. | Yusong Wang, Ying Zhang, Dongyuan Li, Jialun Shen, Yicheng Xu, Mingkun Xu, Kotaro Funakoshi, Manabu Okumura |
| 2023 | ASRU | After: Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition. | Dongyuan Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura |
| 2023 | CIKM | Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction. | Dongyuan Li, Shiyin Tan, Yusong Wang, Kotaro Funakoshi, Manabu Okumura |
| 2023 | EMNLP | Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition. | Dongyuan Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura |