Hong Cheng
36 papers · 2014–2026 · 13 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (13) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (11)
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Hot Topic Early Bird
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Keyword Pioneer
🐝
Cross-Pollinator
(13)
🏆
Grand Slam
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Keyword Champion
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The Questioner
(3)
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Unstoppable
(6)
💎
Century Club
(35)
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Conference Pioneer
🗃️
Keyword Collector
(159)
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Prolific Year
(9)
Conferences
ACL (6)
NIPS (6)
CVPR (4)
IJCAI (4)
ECCV (3)
ICML (3)
NAACL (3)
EMNLP (2)
AAAI (1)
COLING (1)
ICCV (1)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
graph neural network
(9)
large language model
(4)
lexical semantics
(2)
camouflaged object detection
(2)
convex optimization
(2)
object detection
(2)
graph representation
(2)
reinforcement learning
(2)
retrieval-augmented generation
(2)
semantic correspondence
(2)
dialogue generation
(2)
feature extraction
(2)
variational autoencoder
(2)
prompt learning
(2)
distributional semantics
(2)
causal discovery
(1)
graph clustering
(1)
multi-task learning
(1)
semi-supervised learning
(1)
contrastive learning
(1)
Papers
Understanding the Behaviors of Environment-aware Information Retrieval
ACL 2026
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
ACL 2025
When Do LLMs Help With Node Classification? A Comprehensive Analysis
ICML 2025
DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation
NAACL 2025
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
ICML 2025
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
ICML 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
CVPR 2025
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
NAACL 2025
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval
EMNLP 2025
Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags
IJCAI 2025
All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract)
IJCAI 2024
LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement
EMNLP 2024
A Survey of Graph Meets Large Language Model: Progress and Future Directions
IJCAI 2024
Can Graph Learning Improve Planning in LLM-based Agents?
NIPS 2024
ProG: A Graph Prompt Learning Benchmark
NIPS 2024
FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection
ECCV 2024
Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics
ACL 2024
PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models
COLING 2024
Protein Multimer Structure Prediction via Prompt Learning
ICLR 2024
Emotional Voice Conversion with Semi-Supervised Generative Modeling
INTERSPEECH 2023
Functional Distributional Semantics at Scale
ACL 2023
On Controlling Fallback Responses for Grounded Dialogue Generation
ACL 2022
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations
ACL 2022
Partner Personas Generation for Dialogue Response Generation
NAACL 2022
Deconvolutional Networks on Graph Data
NIPS 2021
Probabilistic Model Distillation for Semantic Correspondence
CVPR 2021
Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection
ICCV 2021
Mutual Graph Learning for Camouflaged Object Detection
CVPR 2021
Cascade Graph Neural Networks for RGB-D Salient Object Detection
ECCV 2020
Dirichlet Graph Variational Autoencoder
NIPS 2020
Hybrid Graph Neural Networks for Crowd Counting
AAAI 2020
Contour Knowledge Transfer for Salient Object Detection
ECCV 2018
Object-Aware Dense Semantic Correspondence
CVPR 2017
Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds
NIPS 2017
Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm
IJCAI 2015
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion
NIPS 2014