Lingyun Sun
19 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Deep Learning
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Core AI
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Generation
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image generation
(4)
diffusion model
(4)
knowledge distillation
(4)
direct preference optimization
(2)
catastrophic forgetting
(2)
generative model
(2)
score distillation
(2)
sequence modeling
(2)
few-shot learning
(1)
semantic segmentation
(1)
3d reconstruction
(1)
self-supervised learning
(1)
attention mechanism
(1)
object detection
(1)
multimodal learning
(1)
style transfer
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preference optimization
(1)
prosody analysis
(1)
speech synthesis
(1)
model distillation
(1)
Papers
Circular-DPO: Aligning Multi-Stage 3D Generative Models via Preference Feedback Loop
CVPR 2026
Diffusion Distillation with Direct Preference Optimization for Efficient 3D LiDAR Scene Completion
AAAI 2026
From Experts to Bases: Orthogonal Subspace Mixture for Continual Multimodal Instruction Tuning
ACL 2026
IEvoAgent: Evolving Conversational Agent based on User Implicit Feedback
ACL 2026
ThinkPersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing
ACL 2026
Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion
ICCV 2025
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
ICLR 2025
GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions
AAAI 2025
Hand by Hand: LLM Driving EMS Assistant for Operational Skill Learning
IJCAI 2025
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning
AAAI 2025
Intoner: For Chinese Poetry Intoning Synthesis
IJCAI 2025
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning
AAAI 2025
Rapid 3D Model Generation with Intuitive 3D Input
CVPR 2024
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models
AAAI 2024
Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation
ICCV 2023
Learning Object Consistency and Interaction in Image Generation from Scene Graphs
IJCAI 2023
Preserving Structural Consistency in Arbitrary Artist and Artwork Style Transfer
AAAI 2023
Few-Shot Incremental Learning for Label-to-Image Translation
CVPR 2022
Image Synthesis From Layout With Locality-Aware Mask Adaption
ICCV 2021