Lin Wu
Research title: Interaction-Centric Multimodal Learning in Intelligent Agents
Publications
2026
Zhen, Tian, Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886, Zhao, Dezong
ORCID: https://orcid.org/0000-0002-9848-372X, Anagnostopoulos, Christos
ORCID: https://orcid.org/0000-0003-1517-6757, Wang, Peng, Zhao, Wenjing, Wu, Lin
ORCID: https://orcid.org/0000-0002-7376-5384 and Zhang, Qi
(2026)
Dual-Mode SPL-SLAM: A Robust Semantic Point-Line SLAM System with Monocular Neural Depth and Sensor Fusion for Intelligent Transportation.
IEEE Transactions on Intelligent Transportation Systems,
(Accepted for Publication)
Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384, Lin, Zhihao
ORCID: https://orcid.org/0009-0005-8152-3886, Zango, Mahmud, Wu, Yanping and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2026)
Geometry-Aware Adaptation of Vision Foundation Models for 3D
Affordance Perception.
In: IEEE International Conference on Systems, Man, and Cybernetics (SMC 2026), Bellevue, WA, USA, 04-07 Oct 2026,
(Accepted for Publication)
Wei, Wei, Sun, Congcong, Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384 and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2026)
Multi-objective hierarchical reinforcement learning for efficient and safe robotic manure cleaning in dairy barns.
Computers and Electronics in Agriculture, 248,
111749.
(doi: 10.1016/j.compag.2026.111749)
2025
Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384, Wei, Wei, Yu, Peizhuo and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2025)
Open-Vocabulary 3D Affordance Understanding via Functional Text Enhancement and Multilevel Representation Alignment.
In: 33rd ACM International Conference on Multimedia (MM '25), Dublin, Ireland, 27-31 October 2025,
pp. 7988-7997.
ISBN 9798400720352
(doi: 10.1145/3746027.3755239)
Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384, Chen, Zhixiang and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2025)
HOI-Dyn: Learning Interaction Dynamics for Human-Object Motion Diffusion.
Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, CA, USA, 2-7 Dec 2025.
(Unpublished)
Articles
Zhen, Tian, Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886, Zhao, Dezong
ORCID: https://orcid.org/0000-0002-9848-372X, Anagnostopoulos, Christos
ORCID: https://orcid.org/0000-0003-1517-6757, Wang, Peng, Zhao, Wenjing, Wu, Lin
ORCID: https://orcid.org/0000-0002-7376-5384 and Zhang, Qi
(2026)
Dual-Mode SPL-SLAM: A Robust Semantic Point-Line SLAM System with Monocular Neural Depth and Sensor Fusion for Intelligent Transportation.
IEEE Transactions on Intelligent Transportation Systems,
(Accepted for Publication)
Wei, Wei, Sun, Congcong, Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384 and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2026)
Multi-objective hierarchical reinforcement learning for efficient and safe robotic manure cleaning in dairy barns.
Computers and Electronics in Agriculture, 248,
111749.
(doi: 10.1016/j.compag.2026.111749)
Conference or Workshop Item
Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384, Chen, Zhixiang and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2025)
HOI-Dyn: Learning Interaction Dynamics for Human-Object Motion Diffusion.
Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, CA, USA, 2-7 Dec 2025.
(Unpublished)
Conference Proceedings
Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384, Lin, Zhihao
ORCID: https://orcid.org/0009-0005-8152-3886, Zango, Mahmud, Wu, Yanping and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2026)
Geometry-Aware Adaptation of Vision Foundation Models for 3D
Affordance Perception.
In: IEEE International Conference on Systems, Man, and Cybernetics (SMC 2026), Bellevue, WA, USA, 04-07 Oct 2026,
(Accepted for Publication)
Wu, Lin ORCID: https://orcid.org/0000-0002-7376-5384, Wei, Wei, Yu, Peizhuo and Lan, Jianglin
ORCID: https://orcid.org/0000-0001-9057-5649
(2025)
Open-Vocabulary 3D Affordance Understanding via Functional Text Enhancement and Multilevel Representation Alignment.
In: 33rd ACM International Conference on Multimedia (MM '25), Dublin, Ireland, 27-31 October 2025,
pp. 7988-7997.
ISBN 9798400720352
(doi: 10.1145/3746027.3755239)