Jiahao Nie     聂 嘉豪      

I am a Ph.D. candidate at Nanyang Technological University, under the supervision of Prof. Shijian Lu, Prof. Yap-Peng Tan, and Prof. Alex C. Kot. Before that, I obtained my M.S. in Signal Processing from Nanyang Technological University, supervised by Prof. Yap-Peng Tan, and my B.ENG. in Information Engineering from Northwestern Polytechnical University, supervised by Prof. Jie Chen.

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MMRel: A Relation Understanding Benchmark in the MLLM Era
Jiahao Nie^*, Gongjie Zhang^*, Wenbin An, Yap-Peng Tan, Alex C. Kot, Shijian Lu
arXiv preprint arXiv:2406.09121, 2024 [Paper] [Benchmark]

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
Jiahao Nie^*, Yun Xing^*, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu
IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 [Paper] [Code]

Color Space Learning for Cross-Color Person Re-identification
Jiahao Nie, Shan Lin, Alex C. Kot
IEEE International Conference on Multimedia and Expo, ICME 2024 (Oral) [Paper] [Code]

Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
Wenbin An^*, Jiahao Nie^*, Feng Tian, Haonan Lin, Mingxiang Cai, Yaqiang Wu, QianYing Wang, Xiaoqin Zhang, Shijian Lu
Advances in Neural Information Processing Systems, NeurIPS 2025 (Oral) [Paper] 

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey
Wenbin An^*, Jiahao Nie^*, Yaqiang Wu, Feng Tian, Shijian Lu, Qinghua Zheng
arXiv preprint arXiv:2508.10955, 2025 [Paper] 

Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
Wenbin An, Feng Tian, Sicong Leng, Jiahao Nie, Haonan Lin, QianYing Wang, Ping Chen, Xiaoqin Zhang, Shijian Lu
IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025 [Paper] 

Unleashing the Potential of Model Bias for Generalized Category Discovery
Wenbin An, Haonan Lin, Jiahao Nie, Feng Tian, Wenkai Shi, Yaqiang Wu, Qianying Wang, Ping Chen
AAAI Conference on Artificial Intelligence, AAAI 2025 [Paper] 

Advancing Cross-Domain Discriminability in Continual Learning of Vision-Language Models
Yicheng Xu^*, Yuxin Chen^*, Jiahao Nie, Yusong Wang, Huiping Zhuang, Manabu Okumura
Advances in Neural Information Processing Systems, NeurIPS 2024 [Paper] 

Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models
Wenbin An, Feng Tian, Jiahao Nie, Wenkai Shi, Haonan Lin, Yan Chen, QianYing Wang, Yaqiang Wu, Guang Dai, Ping Chen
arXiv preprint arXiv:2407.15346, 2024 [Paper] 

Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation
Yun Xing, Jian Kang, Aoran Xiao, Jiahao Nie, Ling Shao, Shijian Lu
Advances in Neural Information Processing Systems, NeurIPS 2023 [Paper] 

A Novel 3D Convolutional Neural Network for Action Recognition in Infrared Videos
Jiahao Nie, Longbin Yan, Xiuheng Wang, Jie Chen
IEEE International Conference on Information Communication and Signal Processing, IEEE ICICSP 2021 [Paper]

Jan. 2023 - Present
Nanyang Technological University,   Singapore
Ph.D. in Computer Sciense

Aug. 2021 - Aug. 2022
Nanyang Technological University,   Singapore
M.S. in Signal Processing

Sep. 2016 - Jun. 2020
Northwestern Polytechnical University,   China
B.ENG. in Information Engineering   Outstanding Graduate

Sep. 2021 - Dec. 2022
Rapid-Rich Object Search Lab,   NTU
M.S. Dissertation Project & Research Associate
Advisors:   Prof. Yap-Peng Tan, Prof. Alex C. Kot and Dr. Shan Lin

Aug. 2020 - Jul. 2021
Center of Intelligent Acoustics and Immersive Communications,   NWPU
Research Assistant
Advisor: Prof. Jie Chen

Jul. 2019 - Aug. 2019
Navigation Technology Engineering Center Laboratory,   THU
Summer Intern
Advisor: Prof. Qi Wei

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