Publications

* indicates equal contribution

2025
	Progressive LoRA for Multimodal Continual Instruction Tuning Yahan Yu, Duzhen Zhang, Yong Ren, Xuanle Zhao, Xiuyi Chen, Chenhui Chu Findings of the Association for Computational Linguistics: ACL 2025 Paper / Code
	Enhancing Multimodal Continual Instruction Tuning with BranchLoRA Duzhen Zhang, Yong Ren, Zhong-Zhi Li, Yahan Yu, Jiahua Dong, Chenxing Li, Zhilong Ji, Jinfeng Bai Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL 2025) Paper
	SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models Zhen Wan, Chao-Han Huck Yang, Yahan Yu, Jinchuan Tian, Sheng Li, Ke Hu, Zhehuai Chen, Shinji Watanabe, Fei Cheng, Chenhui Chu, Sadao Kurohashi Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL 2025) Paper
	When Large Language Models Meet Speech: A Survey on Integration Approaches Zhengdong Yang, Shuichiro Shimizu, Yahan Yu, and Chenhui Chu Findings of the Association for Computational Linguistics: ACL 2025 Paper
	Semantic-Retention Attack for Continual Named Entity Recognition Yahan Yu, Zhengdong Yang, Fei Cheng, Chenhui Chu IEEE Transactions on Audio, Speech and Language Processing (TASLP), 2025 Paper / Code
	Federated Incremental Named Entity Recognition Duzhen Zhang, Yahan Yu, Chenxing Li, Jiahua Dong, Dong Yu IEEE Transactions on Audio, Speech and Language Processing (TASLP), 2025 Paper / Code
	Learning Deliberately, Acting Intuitively: Unlocking Test-Time Reasoning in Multimodal LLMs Yahan Yu, Yuyang Dong, Masafumi Oyamada Paper
2024
	Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition Yahan Yu, Duzhen Zhang, Xiuyi Chen, Chenhui Chu Findings of the Association for Computational Linguistics: ACL 2024 Paper / Code
	MM-LLMs: Recent Advances in Multimodal Large Language Models Duzhen Zhang, Yahan Yu, Chenxing Li, Jiahua Dong, Dan Su, Chenhui Chu, Dong Yu Findings of the Association for Computational Linguistics: ACL 2024 Paper / Website
2023
	Decomposing Logits Distillation for Incremental Named Entity Recognition Duzhen Zhang, Yahan Yu, Feilong Chen, Xiuyi Chen Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Paper
	A Multi-Modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering Yu Li, Bojie Hu, Fengshuo Zhang, Yahan Yu, Jian Liu, Yufeng Chen, Jinan Xu Findings of the Association for Computational Linguistics: ACL 2023 Paper
	Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image Registration Meng Li, Yahan Yu, Yi Yang, Guanghao Ren, Jian Wang Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023 Paper
	Continual Named Entity Recognition without Catastrophic Forgetting Duzhen Zhang, Wei Cong, Jiahua Dong, Yahan Yu, Xiuyi Chen, Yonggang Zhang, Zhen Fang Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Paper
2022
	GHAN: Graph-based Hierarchical Aggregation Network for Text-Video Retrieval Yahan Yu, Bojie Hu, Yu Li Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Paper