Cheng Chang
11 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) π Academic Marathon (8) π Renaissance Researcher (8) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(33)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Century Club
(11)
ποΈ
Keyword Collector
(54)
Conferences
EMNLP (4)
AAAI (2)
COLING (1)
CVPR (1)
EACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
dialogue policy
(3)
online learning
(3)
large language model
(3)
manifold learning
(2)
image retrieval
(2)
nearest neighbor
(1)
policy learning
(1)
chain-of-thought reasoning
(1)
prompt engineering
(1)
attention mechanism
(1)
feature learning
(1)
multi-agent debate
(1)
gene expression
(1)
human teaching
(1)
hierarchical framework
(1)
similarity search
(1)
conversational agent
(1)
complex reasoning
(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
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles
EMNLP 2024
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
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication
EMNLP 2023
Guided Similarity Separation for Image Retrieval
NIPS 2019
Explore-Exploit Graph Traversal for Image Retrieval
CVPR 2019
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning
EMNLP 2017
Affordable On-line Dialogue Policy Learning
EMNLP 2017
On-line Dialogue Policy Learning with Companion Teaching
EACL 2017