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Penglei Sun
PhD student, Information Hub, The Hong Kong University of Science and Technology (Guangzhou)
Joined
November 2021
Names
Penglei Sun
(Preferred)
,
penglei sun
Emails
****@fudan.edu.cn
(Confirmed)
,
****@connect.hkust-gz.edu.cn
(Confirmed)
Personal Links
DBLP
ORCID
LinkedIn
ACL Anthology
Career & Education History
PhD student
Information Hub,
The Hong Kong University of Science and Technology (Guangzhou)
(hukst-gz.edu.cn)
2023
–
2026
Advisors, Relations & Conflicts
PhD Advisor
Chu Xiaowen
2023
–
2026
PhD Advisor
Yang YANG
2023
–
2026
Expertise
Knowledge Engineering
Present
Multimodal Learning
Present
Publications
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
Xiang Liu
,
Penglei Sun
,
Shuyan Chen
,
Longhan Zhang
,
Peijie Dong
,
Huajie You
,
Yongqi Zhang
,
Chang YAN
,
Xiaowen Chu
,
Tong-yi Zhang
NeurIPS2025-AI4Science Poster
Readers:
Everyone
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
Xiangru Zhu
,
Penglei Sun
,
Yaoxian Song
,
Yanghua Xiao
,
Zhixu Li
,
Chengyu Wang
,
Jun Huang
,
Bei Yang
,
Xiaoxiao Xu
ICLR 2025 Poster
Readers:
Everyone
3D Question Answering for City Scene Understanding
Penglei Sun
,
Yaoxian Song
,
Xiang Liu
,
Xiaofei Yang
,
Qiang Wang
,
tiefeng li
,
Yang YANG
,
Xiaowen Chu
MM2024 Poster
Readers:
Everyone
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI
Yaoxian Song
,
Penglei Sun
,
Haoyu Liu
,
Zhixu Li
,
Wei Song
,
Yanghua Xiao
,
Xiaofang Zhou
Published: 01 Jan 2023, Last Modified: 15 Nov 2023
CoRR 2023
Readers:
Everyone
Learning 6-DoF Fine-grained Grasp Detection Based on Part Affordance Grounding
Yaoxian Song
,
Penglei Sun
,
Yi Ren
,
Yu Zheng
,
Yue Zhang
Published: 01 Jan 2023, Last Modified: 15 Nov 2023
CoRR 2023
Readers:
Everyone
Human-in-the-loop Robotic Grasping Using BERT Scene Representation
Yaoxian Song
,
Penglei Sun
,
Pengfei Fang
,
Linyi Yang
,
Yanghua Xiao
,
Yue Zhang
2022 (modified: 01 Nov 2022)
COLING 2022
Readers:
Everyone
Human-in-the-loop Robotic Grasping using BERT Scene Representation
Yaoxian Song
,
Penglei Sun
,
Pengfei Fang
,
Linyi Yang
,
Yanghua Xiao
,
Yue Zhang
2022 (modified: 01 Nov 2022)
CoRR 2022
Readers:
Everyone
Multi-Modal Knowledge Graph Construction and Application: A Survey
Xiangru Zhu
,
Zhixu Li
,
Xiaodan Wang
,
Xueyao Jiang
,
Penglei Sun
,
Xuwu Wang
,
Yanghua Xiao
,
Nicholas Jing Yuan
Published: 01 Jan 2022, Last Modified: 15 Nov 2023
CoRR 2022
Readers:
Everyone
Co-Authors
Bei Yang
Chang YAN
Chengyu Wang
Haoyu Liu
Huajie You
Jun Huang
Linyi Yang
Longhan Zhang
Nicholas Jing Yuan
Peijie Dong
Pengfei Fang
Qiang Wang
Shuyan Chen
Tong-yi Zhang
Wei Song
Xiang Liu
Xiangru Zhu
Xiaodan Wang
Xiaofang Zhou
Xiaofei Yang
Xiaowen Chu
Xiaoxiao Xu
Xueyao Jiang
Xuwu Wang
Yang YANG
View all 33 co-authors