Jingyuan Chen
31 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Dynamic Duo
(14)
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Topic Evolution
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Renaissance Researcher
(7)
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(182)
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Research topics
Machine Learning
(21)
Artificial Intelligence
(18)
Core AI
(16)
Computer Vision
(12)
Deep Learning
(12)
Core Methods
(12)
Learning Types Β· Machine Learning
(12)
Learning Types Β· Deep Learning
(8)
Natural Language Processing
(6)
Analysis
(4)
Application Areas
(4)
Architectures
(4)
Generation Β· Natural Language Processing
(4)
Generation Β· Computer Vision
(4)
Models
(4)
Keywords
large language model
(5)
semantic segmentation
(4)
multimodal learning
(4)
multimodal large language model
(3)
contrastive learning
(3)
diffusion model
(3)
video understanding
(3)
cognitive diagnosis
(2)
program repair
(2)
chain-of-thought reasoning
(2)
code generation
(2)
reinforcement learning
(2)
retrieval-augmented generation
(2)
vision encoder
(2)
preference learning
(2)
mathematical reasoning
(2)
self-supervised learning
(2)
medical imaging
(2)
few-shot learning
(2)
representation learning
(2)
Papers
Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities
AAAI 2026
Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning
ACL 2026
Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement
AAAI 2026
Learning from Long-Term Engagement: Adaptive Tutoring Dialogue Planning for Personalized Education
AAAI 2026
Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
ACL 2026
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
ICCV 2025
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation
EMNLP 2025
CoLA: Collaborative Low-Rank Adaptation
ACL 2025
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer
IJCAI 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
ACL 2025
Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis
AAAI 2025
Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation
ICCV 2025
Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning
AAAI 2025
Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders
CVPR 2025
Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding
NAACL 2025
Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion
AAAI 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
ACL 2025
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
AAAI 2025
Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality
ACL 2025
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
CVPR 2025
E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset
NeurIPS 2024
Action Imitation in Common Action Space for Customized Action Image Synthesis
NeurIPS 2024
Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning
IJCAI 2024
Classifier-guided Gradient Modulation for Enhanced Multimodal Learning
NeurIPS 2024
MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning
ACL 2024
Non-confusing Generation of Customized Concepts in Diffusion Models
ICML 2024
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios
NeurIPS 2023
The Blessings of Unlabeled Background in Untrimmed Videos
CVPR 2021
Learning to Segment the Tail
CVPR 2020
Localizing Natural Language in Videos
AAAI 2019
Temporally Grounding Natural Sentence in Video
EMNLP 2018