Cheng Chang
11 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32)
π§
Keyword Pioneer
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(59)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(7)
Learning Types Β· Machine Learning
(6)
Deep Learning
(4)
Natural Language Processing
(4)
Core Methods
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Reinforcement Learning
(2)
Analysis
(2)
Architectures
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Keywords
reinforcement learning
(3)
dialogue policy
(3)
online learning
(3)
large language model
(3)
manifold learning
(2)
image retrieval
(2)
visual grounding
(1)
policy learning
(1)
chain-of-thought reasoning
(1)
prompt engineering
(1)
attention mechanism
(1)
feature learning
(1)
human teaching
(1)
nearest neighbor
(1)
hierarchical framework
(1)
gene expression
(1)
similarity search
(1)
multimodal large language model
(1)
multi-agent debate
(1)
metric learning
(1)
Papers
DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser
AAAI 2025
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
ICLR 2025
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
COLING 2024
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
AAAI 2024
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles
EMNLP 2024
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication
EMNLP 2023
Explore-Exploit Graph Traversal for Image Retrieval
CVPR 2019
Guided Similarity Separation for Image Retrieval
NeurIPS 2019
Affordable On-line Dialogue Policy Learning
EMNLP 2017
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning
EMNLP 2017
On-line Dialogue Policy Learning with Companion Teaching
EACL 2017