EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Size: 1.79 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 475 - Forks: 23

EnnengYang/fusion_bench Fork of tanganke/fusion_bench

Language: Python - Size: 52.2 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

EnnengYang/Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

Size: 864 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 307 - Forks: 15

EnnengYang/ennengyang.github.io

Language: SCSS - Size: 2.12 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

EnnengYang/Revisiting-Flatness-aware-Optimization-in-Continual-Learning-with-Orthogonal-Gradient-Projection

Revisiting Flatness-aware Optimization in Continual Learning with Orthogonal Gradient Projection. TPAMI, 2025.

Language: Python - Size: 936 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

EnnengYang/DFGP

Data Augmented Flatness-aware Gradient Projection for Continual Learning. ICCV, 2023.

Language: Python - Size: 115 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

EnnengYang/RankOne-MoE

Rank-One Mixture of Experts for Multi-Task Learning

Language: Python - Size: 2.18 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

EnnengYang/AdaMerging

AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.

Language: Python - Size: 678 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 47 - Forks: 2

EnnengYang/Efficient-WEMoE

Language: Python - Size: 424 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

EnnengYang/SurgeryV2

SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery. Arxiv, 2024.

Language: Python - Size: 540 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

EnnengYang/RepresentationSurgery

Representation Surgery for Multi-Task Model Merging. ICML, 2024.

Language: Python - Size: 1.34 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 2

EnnengYang/EnnengYang

Size: 4.88 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

EnnengYang/SGCL Fork of user683/SGCL

Symmetric Graph Contrastive Learning against Noisy Views for Recommendation. arXiv:2408.0269

Language: Python - Size: 6.85 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

EnnengYang/CausalDiffRec Fork of user683/CausalDiffRec

Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation

Language: Python - Size: 8.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

EnnengYang/An-Efficient-Dataset-Condensation-Plugin

An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023

Language: Python - Size: 328 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

EnnengYang/MMFI

Multi-Scenario and Multi-Task Aware Feature Interaction for Recommendation System

Language: Python - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

EnnengYang/AdaTask

AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning. AAAI, 2023.

Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

EnnengYang/TiCoSeRec Fork of KingGugu/TiCoSeRec

Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation. AAAI, 2023.

Size: 68.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

EnnengYang/DTMF

Discrete Trust-aware Matrix Factorization for Fast Recommendation. IJCAI, 2019.

Language: MATLAB - Size: 3.91 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0