Penglei Sun

25 papers A* 3B 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Janus-Q: End-to-End Event-Driven Trading via Hierarchical-Gated Reward Modeling.
CoRR
Xiang Li, Zikai Wei, Yiyan Qi, Wanyun Zhou, Xiang Liu, Penglei Sun, Jian Guo, Yongqi Zhang, Xiaowen Chu
2026 J jnl
OmniReview: A Large-scale Benchmark and LLM-enhanced Framework for Realistic Reviewer Recommendation.
CoRR
Yehua Huang, Penglei Sun, Zebin Chen, Zhenheng Tang, Xiaowen Chu
2026 J jnl
WaterVideoQA: ASV-Centric Perception and Rule-Compliant Reasoning via Multi-Modal Agents.
CoRR
Runwei Guan, Shaofeng Liang, Ningwei Ouyang, Weichen Fei, Shanliang Yao, Wei Dai, Chenhao Ge, Penglei Sun, Xiaohui Zhu, Tao Huang, Ryan Wen Liu, Hui Xiong
2025 A* conf
City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning.
ACM Multimedia
Penglei Sun, Yaoxian Song, Xiangru Zhu, Xiang Liu, Qiang Wang, Yue Liu, Changqun Xia, Tiefeng Li, Yang Yang, Xiaowen Chu
2025 J jnl
City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning.
CoRR
Penglei Sun, Yaoxian Song, Xiangru Zhu, Xiang Liu, Qiang Wang, Yue Liu, Changqun Xia, Tiefeng Li, Yang Yang, Xiaowen Chu
2025 A* conf
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective.
ICLR
Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu
2025 J jnl
FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph.
CoRR
Xiang Li, Penglei Sun, Wanyun Zhou, Zikai Wei, Yongqi Zhang, Xiaowen Chu
2025 J jnl
Learning 6-DoF Fine-Grained Grasp Detection Based on Part Affordance Grounding.
IEEE Trans Autom. Sci. Eng.
Yaoxian Song, Penglei Sun, Piaopiao Jin, Yi Ren, Yu Zheng, Zhixu Li, Xiaowen Chu, Yue Zhang, Tiefeng Li, Jason Gu
2025 J jnl
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation.
CoRR
Yixiang Chen, Penglei Sun, Xiang Li, Xiaowen Chu
2025 — conf
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research.
EMNLP (Findings)
Xiang Liu, Penglei Sun, Shuyan Chen, Longhan Zhang, Peijie Dong, Huajie You, Yongqi Zhang, Chang Yan, Xiaowen Chu, Tong-yi Zhang
2025 J jnl
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research.
CoRR
Xiang Liu, Penglei Sun, Shuyan Chen, Longhan Zhang, Peijie Dong, Huajie You, Yongqi Zhang, Chang Yan, Xiaowen Chu, Tong-yi Zhang
2025 — conf
The Multi-Round Diagnostic RAG Framework for Emulating Clinical Reasoning.
BIBM
Penglei Sun, Yixiang Chen, Xiang Li, Xiaowen Chu
2024 A* conf
3D Question Answering for City Scene Understanding.
ACM Multimedia
Penglei Sun, Yaoxian Song, Xiang Liu, Xiaofei Yang, Qiang Wang, Tiefeng Li, Yang Yang, Xiaowen Chu
2024 J jnl
3D Question Answering for City Scene Understanding.
CoRR
Penglei Sun, Yaoxian Song, Xiang Liu, Xiaofei Yang, Qiang Wang, Tiefeng Li, Yang Yang, Xiaowen Chu
2024 J jnl
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective.
CoRR
Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu
2024 J jnl
Multi-Modal Knowledge Graph Construction and Application: A Survey.
IEEE Trans. Knowl. Data Eng.
Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, Nicholas Jing Yuan
2024 J jnl
Multi-Task Domain Adaptation for Language Grounding with 3D Objects.
CoRR
Penglei Sun, Yaoxian Song, Xinglin Pan, Peijie Dong, Xiaofei Yang, Qiang Wang, Zhixu Li, Tiefeng Li, Xiaowen Chu
2024 — conf
Multi-task Domain Adaptation for Language Grounding with 3D Objects.
ECCV (34)
Penglei Sun, Yaoxian Song, Xinglin Pan, Peijie Dong, Xiaofei Yang, Qiang Wang, Zhixu Li, Tiefeng Li, Xiaowen Chu
2024 J jnl
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI.
IEEE Trans. Knowl. Data Eng.
Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou
2023 J jnl
A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics.
CoRR
Xiangru Zhu, Penglei Sun, Chengyu Wang, Jingping Liu, Zhixu Li, Yanghua Xiao, Jun Huang
2023 J jnl
Learning 6-DoF Fine-grained Grasp Detection Based on Part Affordance Grounding.
CoRR
Yaoxian Song, Penglei Sun, Yi Ren, Yu Zheng, Yue Zhang
2023 J jnl
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI.
CoRR
Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou
2022 B conf
Human-in-the-loop Robotic Grasping Using BERT Scene Representation.
COLING
Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang
2022 J jnl
Human-in-the-loop Robotic Grasping using BERT Scene Representation.
CoRR
Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang
2022 J jnl
Multi-Modal Knowledge Graph Construction and Application: A Survey.
CoRR
Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, Nicholas Jing Yuan