Huachi Zhou

5 papers · 2024–2026 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

ACL (3) AAAI (1) COLING (1)

Top co-authors

Xiao Huang (5) Hao Chen (3) Jiahe Du (2) Qinggang Zhang (2) Chuang Zhou (2) Feiran Huang (2) Daochen Zha (1) Yuxuan Xie (1) Pai Zheng (1) Shuang Zhou (1)

Research topics

Machine Learning (4) Core Methods (4) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Architectures (2) Core AI (2) Knowledge & Reasoning (1) Natural Language Processing (1) Applications (1) Learning Types (1) Models (1) Representation (1) Techniques (1)

Keywords

large language model (3) graph structure (2) text-attributed graph (2) graph neural network (2) graph learning (2) visual question answering (1) scene graph (1) graph embedding (1) rating prediction (1) knowledge graph (1) node classification (1) multimodal fusion (1) recommender system (1) explainable recommendation (1) neighbor modeling (1) concept embedding (1) user-item interaction (1) graph language (1) token reduction (1) contrastive learning (1)

Papers

LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026 Each graph is a new language: Graph Learning with LLMs ACL 2025 Text-Attributed Graph Learning with Coupled Augmentations COLING 2025 Enhancing Explainable Rating Prediction through Annotated Macro Concepts ACL 2024 Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ACL 2024