Yi Cheng
30 papers · 2018–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (60) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(17)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(176)
Venues
Top co-authors
Research topics
Artificial Intelligence
(21)
Core AI
(18)
Natural Language Processing
(16)
Machine Learning
(14)
Generation
(12)
Deep Learning
(11)
Core Methods
(8)
Computer Vision
(7)
Learning Types Β· Machine Learning
(6)
Healthcare & Medicine
(5)
Applications
(5)
Clinical
(5)
Learning Paradigms
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Keywords
large language model
(5)
dialogue system
(4)
radiology report generation
(4)
retrieval-augmented generation
(3)
dialogue generation
(3)
medical imaging
(3)
direct preference optimization
(2)
graph neural network
(2)
representation learning
(2)
language model
(2)
medical dialogue system
(2)
multimodal learning
(2)
ordinal regression
(2)
conversational ai
(2)
face recognition
(2)
knowledge retrieval
(2)
preference learning
(1)
image generation
(1)
mathematical reasoning
(1)
text classification
(1)
Papers
SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments
AAAI 2026
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
ACL 2025
PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree
NAACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection
ACL 2025
RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval
EMNLP 2025
SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs
NAACL 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
ACL 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
ACL 2025
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning
AAAI 2024
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
AAAI 2024
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
EMNLP 2024
MBC: Multi-Brain Collaborative Control for Quadruped Robots
CoRL 2024
MFIF-Net: A Multi-Focal Image Fusion Network for Implantation Outcome Prediction of Blastocyst
MIDL 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment
ACL 2024
ExoFlow: A Universal Workflow System for Exactly-Once DAGs
OSDI 2023
Medical Dialogue Generation via Dual Flow Modeling
ACL 2023
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction
ICCV 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning
ACL 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning
EMNLP 2023
Robust Image Ordinal Regression with Controllable Image Generation
IJCAI 2023
Self-Detoxifying Language Models via Toxification Reversal
EMNLP 2023
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation
EMNLP 2023
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
EMNLP 2022
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning
EMNLP 2022
βMy nose is running.β βAre you also coughing?β: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics
IJCAI 2022
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels
CVPR 2022
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting
ACL 2021
Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition
AAAI 2019
3D-Aided Deep Pose-Invariant Face Recognition
IJCAI 2018