Multimodal

Computer Vision

Cross-modal Causal Relation Alignment for Video Question Grounding

CVPR 2025 (Highlight)
DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering

CVPR 2025
Reproducible Vision-Language Models Meet Concepts Out of Pre-Training

CVPR 2025
LLM-driven Multimodal and Multi-Identity Listening Head Generation

CVPR 2025
FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model

CVPR 2025
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions

CVPR 2025
Empowering Large Language Models with 3D Situation Awareness

CVPR 2025
HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation

ACL 2024
Diversity Matters: User-Centric Multi-Interest Learning for Conversational Movie Recommendation

ACMMM 2024
《多模态大模型：新一代人工智能技术范式》

电子工业出版社，2024
FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System

AAAI 2024
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation

CVPR 2024
MUSTARD: MASTERING UNIFORM SYNTHESIS OF THEOREM AND PROOF DATA

ICLR 2024
HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System

EMNLP 2023
CIPL: Counterfactual Interactive Policy Learning to Eliminate Popularity Bias for Online Recommendation

TNNLS 2023
Routing User-Interest Markov Tree for Scalable Personalized Knowledge-Aware Recommendation

TNNLS 2023
LogicSolver - Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning

Findings of EMNLP 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

EMNLP 2022
Unbiased Math Word Problems Benchmark for Mitigating Solving Bias

Findings of NAACL 2022
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning

ACL-IJCNLP 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation

AAAI 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks

ACL-IJCNLP 2021
Graph-Convolved Factorization Machines for Personalized Recommendation

TKDE 2021
Dynamic Knowledge Routing Network For Target-Guided Open-Domain Conversatio

AAAI 2020
Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems

EMMNLP 2020
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis

AAAI 2019
Target-Guided Open-Domain Conversation

ACL 2019

中山大学人机物智能融合实验室 Human Cyber Physical Intelligence Integration Lab

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©2025 HCP in SYSU 粤ICP备2021037607号