Chong Chen
25 papers · 2020–2026 · 10 venues · across top CS/AI venues
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large language model
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semi-supervised learning
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graph neural network
(4)
cross-modal retrieval
(3)
domain adaptation
(3)
unsupervised learning
(3)
recommendation system
(3)
graph representation
(2)
multi-agent system
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retrieval-augmented generation
(2)
collaborative filtering
(2)
contrastive learning
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representation learning
(2)
single-cell analysis
(2)
graph classification
(2)
image retrieval
(1)
label propagation
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temporal dynamics
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metric learning
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causal inference
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Papers
SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing
ACL 2026
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
ICML 2025
Can LLMs be Good Graph Judge for Knowledge Graph Construction?
EMNLP 2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval
AAAI 2025
Enhancing Recommendation Explanations through User-Centric Refinement
EMNLP 2025
LEAF: Large Language Diffusion Model for Time Series Forecasting
EMNLP 2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation
ACL 2025
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away
AAAI 2025
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning
EMNLP 2025
Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models
EMNLP 2024
DEMO: A Statistical Perspective for Efficient Image-Text Matching
NAACL 2024
Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval
CVPR 2024
Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
ICML 2024
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
NeurIPS 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
NeurIPS 2024
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
ICML 2023
IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval
NeurIPS 2023
Multi-Metrics Adaptively Identifies Backdoors in Federated Learning
ICCV 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval
ICCV 2023
On Mitigating Hard Clusters for Face Clustering
ECCV 2022
TGNN: A Joint Semi-supervised Framework for Graph-level Classification
IJCAI 2022
CIMON: Towards High-quality Hash Codes
IJCAI 2021
Graph Contrastive Clustering
ICCV 2021
Graph Heterogeneous Multi-Relational Recommendation
AAAI 2021
Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation
AAAI 2020