Penglei Sun

5 papers · 2022–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)

Venues

ACL (1) COLING (1) ECCV (1) EMNLP (1) ICLR (1)

Top co-authors

Xiaowen Chu (3) Yaoxian Song (3) Yanghua Xiao (2) Peijie Dong (2) Yongqi Zhang (2) Zhixu Li (2) Yue Zhang (1) Wanyun Zhou (1) Tong-yi Zhang (1) Jun Huang (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Architectures (2) Core AI (2) Computer Vision (1) Knowledge & Reasoning (1) Natural Language Processing (1) Robotics (1) Application Areas (1) Applications (1) Capabilities (1) Generation (1) Models (1) Optimization & Theory (1)

Keywords

large language model (2) scene understanding (1) text-to-image synthesis (1) question answering (1) scene representation (1) human-robot interaction (1) robotic grasping (1) knowledge graph (1) cross-modal alignment (1) causal analysis (1) domain-specific knowledge (1) knowledge retrieval (1) natural language interface (1) scientific reasoning (1) natural language command (1) domain-specific language model (1) graph-based retrieval (1) bert scene representation (1) semantic variation (1) stock trend prediction (1)

Papers

FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph ACL 2026 Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective ICLR 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Multi-Task Domain Adaptation for Language Grounding with 3D Objects ECCV 2024 Human-in-the-loop Robotic Grasping Using BERT Scene Representation COLING 2022