Model Merging and Fusion

MoMe

Model merging and model fusion efficiently combines learned models into a single model.

Neighbor communities

51015

Featured Papers

0 / 0 papers shown

Title

All papers

50 / 892 papers shown

Title
Task-Aware Multi-Expert Architecture For Lifelong Deep Learning Jianyu Wang Jacob Nean-Hua Sheikh Cat P. Le Hoda Bidkhori CLL MoMe KELM 151 0 0 12 Dec 2025
qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs Shreya Shukla Aditya Sriram Milinda Kuppur Narayanaswamy Hiteshi Jain MoMe 70 0 0 12 Dec 2025
Grow Up and Merge: Scaling Strategies for Efficient Language Adaptation Kevin Glocker Kätriin Kukk Romina Oji Marcel Bollmann Marco Kuhlmann Jenny Kunz MoMe CLL 136 0 0 11 Dec 2025
System Report for CCL25-Eval Task 10: Prompt-Driven Large Language Model Merge for Fine-Grained Chinese Hate Speech Detection Binglin Wu Jiaxiu Zou Xianneng Li MoMe 133 0 0 10 Dec 2025
Robust Finetuning of Vision-Language-Action Robot Policies via Parameter Merging Yajat Yadav Zhiyuan Zhou Andrew Wagenmaker Karl Pertsch Sergey Levine MoMe 91 0 0 09 Dec 2025
Mitigating Catastrophic Forgetting in Mathematical Reasoning Finetuning through Mixed Training John Graham Reynolds CLL MoMe AI4CE LRM 105 0 0 05 Dec 2025
CoGraM: Context-sensitive granular optimization method with rollback for robust model fusion Julius Lenz MoMe 148 0 0 03 Dec 2025
An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation Daiki Shirafuji Tatsuhiko Saito Yasutomo Kimura MoMe KELM 42 0 0 02 Dec 2025
Think in Parallel, Answer as One: Logit Averaging for Open-Ended Reasoning Haonan Wang Chao Du Kenji Kawaguchi Tianyu Pang MoMe ReLM LRM 329 0 0 02 Dec 2025
Stay Unique, Stay Efficient: Preserving Model Personality in Multi-Task Merging Kuangpu Guo Yuhe Ding Jian Liang Zilei Wang Ran He MoMe 37 0 0 01 Dec 2025
Upcycled and Merged MoE Reward Model for Mitigating Reward Hacking Lingling Fu MoMe 44 0 0 30 Nov 2025
From Coefficients to Directions: Rethinking Model Merging with Directional Alignment Zhikang Chen Sen Cui Deheng Ye Min Zhang Gang Niu Yu Zhang Masashi Sugiyama Tingting Zhu MoMe 91 0 0 29 Nov 2025
Merging Mechanisms for Ads and Organic Items in E-commerce Platforms Nan An Weian Li Qi Qi Liang Zhang MoMe 178 0 0 28 Nov 2025
Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem Shayne Longpre Christopher Akiki Campbell Lund Atharva Kulkarni Emily Chen Irene Solaiman Avijit Ghosh Yacine Jernite Lucie-Aimée Kaffee MoMe 112 0 0 27 Nov 2025
A Systematic Study of Model Merging Techniques in Large Language Models Oğuz Kağan Hitit Leander Girrbach Zeynep Akata MoMe 205 0 0 26 Nov 2025
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning Taehoon Kim Donghwan Jang Bohyung Han CLL MoMe 153 0 0 26 Nov 2025
MTA: A Merge-then-Adapt Framework for Personalized Large Language Model Xiaopeng Li Yuanjin Zheng Wanyu Wang Wenlin Zhang Pengyue Jia Yiqi Wang Maolin Wang Xuetao Wei Xiangyu Zhao MoMe 194 0 0 25 Nov 2025
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport Z. Pan Zhikang Chen Ding Li Min Zhang Sen Cui ... Yi Yang Deheng Ye Yu Zhang T. Zhu Tianling Ren MoMe CLL FedML 227 0 0 24 Nov 2025
MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent Yuxia Fu Zhizhen Zhang Y. Zhang Zijian Wang Zi-Rui Huang Yadan Luo MoMe 173 0 0 24 Nov 2025
Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors Jinping Wang Zhiqiang Gao Dinggen Zhang Zhiwu Xie MoMe 196 0 0 22 Nov 2025
Curvature-Aware Safety Restoration In LLMs Fine-Tuning Thong Bach Thanh Nguyen-Tang D. Nguyen T. Hoang Ngan Le Truyen Tran MoMe 68 0 0 22 Nov 2025
Task Addition and Weight Disentanglement in Closed-Vocabulary Models Adam Hazimeh Alessandro Favero Pascal Frossard MoMe 253 4 0 18 Nov 2025
A Novel Hierarchical Integration Method for Efficient Model Merging in Medical LLMs Prakrit Timilsina Anuj Nepal Rajan Kadel Robin Doss MoMe 48 0 0 17 Nov 2025
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Shalini Maiti Amar Budhiraja Bhavul Gauri Gaurav Chaurasia Anton Protopopov ... Michael Slater Despoina Magka Tatiana Shavrina Roberta Raileanu Yoram Bachrach MoMe 78 0 0 17 Nov 2025
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images Doanh C. Bui Ba-Hung Ngo H. Pham Khang Phuoc-Quy Nguyen Maï K. Nguyen Y. Nakashima CLL MoMe VLM 238 0 0 17 Nov 2025
From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging J. Wu Jian Yang Handing Wang Jiajun Wen Zhiyong Yu MoMe 76 0 0 14 Nov 2025
Defending Unauthorized Model Merging via Dual-Stage Weight Protection Wei-Jia Chen Min-Yen Tsai Cheng-Yi Lee Chia-Mu Yu MoMe AAML 325 0 0 14 Nov 2025
ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization Anzhe Cheng Shukai Duan Shixuan Li Chenzhong Yin Mingxi Cheng ... Tamoghna Chattopadhyay Sophia I Thomopoulos Shahin Nazarian Paul M. Thompson Paul Bogdan MoE MoMe 391 0 0 14 Nov 2025
NP-LoRA: Null Space Projection Unifies Subject and Style in LoRA Fusion Chuheng Chen Xiaofei Zhou Geyuan Zhang Yong Huang MoMe 142 0 0 14 Nov 2025
Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging Qinfeng Li Miao Pan Jintao Chen Fu Teng Zhiqiang Shen Ge Su Hao Peng Xuhong Zhang MoMe AAML 353 0 0 13 Nov 2025
SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation Berkcan Kapusuzoglu Supriyo Chakraborty Renkun Ni Stephen Rawls Sambit Sahu MoMe CLL 194 0 0 11 Nov 2025
Unifying Model and Layer Fusion for Speech Foundation Models Yi-Jen Shih David Harwath MoMe 224 0 0 11 Nov 2025
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs Zhongyang Li Ziyue Li Tianyi Zhou MoE MoMe 527 0 0 10 Nov 2025
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging Seungeon Lee Soumi Das Manish Gupta Krishna P. Gummadi MoMe 456 1 0 10 Nov 2025
Steering Language Models with Weight Arithmetic Constanza Fierro Fabien Roger MoMe LLMSV 385 0 0 07 Nov 2025
Model Merging Improves Zero-Shot Generalization in Bioacoustic Foundation Models Davide Marincione Donato Crisostomi Roberto Dessi Emanuele Rodolà Emanuele Rossi MoMe AI4CE VLM 243 0 0 07 Nov 2025
Structural Priors and Modular Adapters in the Composable Fine-Tuning Algorithm of Large-Scale Models Y. Wang Di Wu Feng Liu Zhimin Qiu Chenrui Hu MoMe OffRL 388 3 0 06 Nov 2025
Merging Continual Pretraining Models for Domain-Specialized LLMs: A Case Study in Finance Kentaro Ueda François Portet H. Suwa Keiichi Yasumoto CLL MoMe 340 0 0 04 Nov 2025
T3: Test-Time Model Merging in VLMs for Zero-Shot Medical Imaging Analysis Raza Imam Hu Wang Dwarikanath Mahapatra Mohammad Yaqub MoMe 220 0 0 31 Oct 2025
WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model Merging Min Hou Xin Liu Le Wu Chenyi He Hao Liu Z. Li Xin Li Si Wei MoMe 245 0 0 30 Oct 2025
Parameter Averaging in Link Prediction Rupesh Sapkota Caglar Demir Arnab Sharma A. Ngomo MoMe FedML 232 0 0 29 Oct 2025
Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving Xinyu Wang Jonas M. Kübler Kailash Budhathoki Yida Wang Matthäus Kleindessner MoMe 124 0 0 27 Oct 2025
More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models Hongkai Lin Dingkang Liang Mingyang Du Xin Zhou X. Bai MoMe MDE VLM 411 0 0 27 Oct 2025
Model Merging with Functional Dual Anchors Kexuan Shi Yandong Wen Weiyang Liu MoMe 223 0 0 24 Oct 2025
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging Bowen Wang Haiyuan Wan Liwen Shi Chen Yang Peng He ... Tiao Tan Yongjian Li Fangming Liu Yifan Gong Sheng Zhang CLL MoMe KELM 171 0 0 23 Oct 2025
Adapting Multilingual Models to Code-Mixed Tasks via Model Merging Prashant Kodali Vaishnavi Shivkumar Swarang Joshi Monojit Choudhary Ponnurangam Kumaraguru Manish Shrivastava MoMe CLL 268 0 0 22 Oct 2025
Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging Tiancheng Hu Benjamin Minixhofer Nigel Collier MoMe 446 1 0 20 Oct 2025
MIN-Merging: Merge the Important Neurons for Model Merging Yunfei Liang MoMe 461 0 0 18 Oct 2025
Continual Knowledge Consolidation LORA for Domain Incremental Learning Naeem Paeedeh Mahardhika Pratama Weiping Ding Jimmy Cao Wolfgang Mayer Ryszard Kowalczyk CLL MoMe 136 0 0 17 Oct 2025
Expert Merging in Sparse Mixture of Experts with Nash Bargaining Dung V. Nguyen Anh T. Nguyen Minh H. Nguyen Luc Q. Nguyen Shiqi Jiang Ethan Fetaya Linh Duy Tran Gal Chechik T. Nguyen MoMe 132 0 0 17 Oct 2025

Loading #Papers per Month with "MoMe"

Past speakers

Name (-)

Top Contributors

Name (-)

Top Organizations at ResearchTrend.AI

Name (-)

Social Events

Date	Location	Event
No social events available