Sijie WANG

Sijie WANG

Sijie Received his B.Eng. degree (with hornors) from Harbin Institute of Technology, China in 2020, and M.Sc. degree from NTU, Singapore in 2021, respectively. He is currently a Ph.D. candidate at the School of Electrical and Electronic Engineering, supervised by Prof. Tay Wee Peng. His research interests are mainly in computer vision and LLMs.

Currently, I am on the job market. If there are any job opportunities, please feel free to contact me!

wang1679 {at} e {dot} ntu {dot} edu {dot} sg

Google Scholar Github


News

[2025-06] One Multi-modal UAV dataset paper accepted by ICCV 2025.
[2025-04] One LLM/Relation Extraction paper accepted by IJCAI 2025.
[2025-02] One Place Recognition paper accepted by CVPR 2025.
[2024-12] One LiDAR NeRF paper accepted by AAAI.
[2024-11] One LLM/NER paper accepted by Coling.
[2024-09] One paper accepted by TITS.
[2024-01] One paper accepted by Information Sciences.
[2024-01] One paper accepted by TGRS.
[2023-12] Three papers accepted by AAAI.
[2023-09] One paper accepted by NeurIPS as Spotlight ✨✨✨.
[2023-09] One paper accepted by TIP.
[2023-06] One paper accepted by ICIP.
[2023-05] One paper accepted by TIP.
[2023-05] Two papers accepted by ICML and IJCAI respectively.


Selected Projects

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OpenCodeRunner: Safely and Remotely Running Multi-Language Multi-File Code
Open-Source Project
Sijie Wang

Selected Works

#The full list can be found on Google Scholar page.
Selected LLM Localization/Matching/Retrieval NeRF/3DGS/3D Reconstruction Semantic
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Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training
IJCAI, 2025
Quanjiang Guo, Jinchuan Zhang, Sijie Wang, Ling Tian, Zhao Kang, Bin Yan, Weidong Xiao
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Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs
CVPR, 2025
Sijie Wang, Rui She, Qiyu Kang, Siqi Li, Disheng Li, Tianyu Geng, Shangshu Yu, Wee Peng Tay
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STGC-NeRF: Spatial-Temporal Geometric Consistency for LiDAR Neural Radiance Fields in Dynamic Scenes
AAAI, 2025
Shangshu Yu, Xiaotian Sun, Wen Li, Qingshan Xu, Zhimin Yuan, Sijie Wang, Rui She, Cheng Wang
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BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition
International Conference on Computational Linguistics (COLING), 2025
Quanjiang Guo, Yihong Dong, Ling Tian, Zhao Kang, Yu Zhang, Sijie Wang
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PRFusion: Toward Effective and Robust Multi-Modal Place Recognition With Image and Point Cloud Fusion
IEEE TITS, 2024
Sijie Wang, Qiyu Kang, Rui She, Kai Zhao, Yang Song, Wee Peng Tay
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PointDifformer: Robust Point Cloud Registration with Neural Diffusion and Transformer
IEEE TGRS, 2024
Rui She, Qiyu Kang, Sijie Wang, Wee Peng Tay, Kai Zhao, Yang Song, Tianyu Geng, Yi Xu, Diego Navarro Navarro, Andreas Hartmannsgruber
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DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition
AAAI, 2024
Sijie Wang, Rui She, Qiyu Kang, Xingchao Jian, Kai Zhao, Yang Song, Wee Peng Tay
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PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations
AAAI, 2024
Rui She, Sijie Wang, Qiyu Kang, Kai Zhao, Yang Song, Wee Peng Tay, Tianyu Geng, Xingchao Jian
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RobustMat: Neural Diffusion for Street Landmark Patch Matching under Challenging Environments
IEEE TIP, 2023
Rui She, Qiyu Kang, Sijie Wang, Yuán-Ruì Yáng, Kai Zhao, Yang Song, Wee Peng Tay
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Robust Graph Neural Diffusion for Image Matching
IEEE ICIP, 2023
Rui She, Qiyu Kang, Sijie Wang, Kai Zhao, Yang Song, Yi Xu, Tianyu Geng, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber
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HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion
CVPR, 2023
Sijie Wang, Qiyu Kang, Rui She, Wei Wang, Kai Zhao, Yang Song, Wee Peng Tay
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RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments
AAAI, 2023
Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Andreas Hartmannsgruber, Diego Navarro Navarro
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On the Robustness of Graph Neural Diffusion to Topology Perturbations
NeurIPS, 2022
Yang Song, Qiyu Kang, Sijie Wang, Kai Zhao, Wee Peng Tay
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Building Facade Parsing R-CNN
arXiv preprint, 2022
Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber

Services

Conference Reviewer: NeurIPS, ICLR, CVPR, ICCV
Journal Reviewer: OJVT, TIV, Pattern Recognition, TGRS, RAL, IOTJ