Yipeng Zhang
16 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(8)
Core Methods
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Artificial Intelligence
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Deep Learning
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Core AI
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Computer Vision
(4)
Models
(4)
Generation
(3)
Data Science & Analytics
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Learning Types Β· Deep Learning
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Keywords
large language model
(3)
non-negative matrix factorization
(2)
diffusion model
(2)
neural network pruning
(1)
robust optimization
(1)
vision transformer
(1)
image segmentation
(1)
manifold learning
(1)
spectral clustering
(1)
matrix factorization
(1)
manifold regularization
(1)
subspace learning
(1)
graph classification
(1)
style transfer
(1)
self-supervised learning
(1)
knowledge extraction
(1)
text generation
(1)
continued pretraining
(1)
instruction tuning
(1)
image generation
(1)
Papers
Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning
AAAI 2026
LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid
AAAI 2026
Reasoning Diffusion for Unpaired Test Time Out-of-distribution Text-Image to Video Generation
CVPR 2026
Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM
AAAI 2025
Rhomboid Tiling for Geometric Graph Deep Learning
ICML 2025
Self-Supervised Distillation of Legacy Rule-Based Methods for Enhanced EEG-Based Decision-Making
MICCAI 2025
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
ACL 2025
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
ICLR 2024
Fine-Grained Visual Entailment
ECCV 2022
E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation
IJCAI 2020
Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction
COLING 2020
Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure
IJCAI 2019
Pseudo Supervised Matrix Factorization in Discriminative Subspace
IJCAI 2019
Adaptively Transforming Graph Matching
ECCV 2018
R-SVM+: Robust Learning with Privileged Information
IJCAI 2018
Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering
IJCAI 2018