43 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Great Bay University9 papers
- Beihang UniversityCN6 papers
- California State University, NorthridgeUS4 papers
- Chinese Academy of SciencesCN3 papers
- Southern University of Science and TechnologyCN3 papers
- California Institute of TechnologyUS2 papers
- Chinese University of Hong KongHK2 papers
- Fudan UniversityCN2 papers
- Great Lakes Research Group (United States)US2 papers
- Hunan UniversityCN2 papers
- Institute of Theoretical PhysicsCN2 papers
- Korea Advanced Institute of Science and TechnologyKR2 papers
4 papers · 1 filter
Memory-Augmented Architecture for Long-Term Context Handling in Large Language Models
Haseeb Ullah Khan Shinwari, Muhammad Usama
Large Language Models face significant challenges in maintaining coherent interactions over extended dialogues due to their limited contextual memory. This limitation often leads t…
ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models with Heterogeneous Adaptation Needs
Haseeb Ullah Khan Shinwari, Muhammad Usama
Conventional Low-Rank Adaptation (LoRA) methods employ a fixed rank, imposing uniform adaptation across transformer layers and attention heads despite their heterogeneous learning…
PGD-Imp: Rethinking and Unleashing Potential of Classic PGD with Dual Strategies for Imperceptible Adversarial Attacks
Jin Li, Zitong Yu, Ziqiang He +2
Imperceptible adversarial attacks have recently attracted increasing research interests. Existing methods typically incorporate external modules or loss terms other than a simple $…
Utilizing the LightGBM Algorithm for Operator User Credit Assessment Research
Shaojie Li, Xinqi Dong, Danqing Ma +3
Mobile Internet user credit assessment is an important way for communication operators to establish decisions and formulate measures, and it is also a guarantee for operators to ob…