Qi Le

17 papers A* 2A 1B 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
AID: Adaptive Integration of Detectors for Safe AI with Language Models.
NAACL (Long Papers)
Xinran Wang, Enmao Diao, Qi Le, Jie Ding, Ali Anwar
2025 J jnl
From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models.
CoRR
Ziyan Wang, Enmao Diao, Qi Le, Pu Wang, Minwoo Lee, Shu-Ping Yeh, Evgeny Stupachenko, Hao Feng, Li Yang
2025 A conf
IP-FL: Incentive-Driven Personalization in Federated Learning.
IPDPS
Ahmad Faraz Khan, Xinran Wang, Qi Le, Zain ul Abdeen, Azal Ahmad Khan, Haider Ali, Ming Jin, Jie Ding, Ali Raza Butt, Ali Anwar
2025 A* conf
MAP: Multi-Human-Value Alignment Palette.
ICLR
Xinran Wang, Qi Le, Ammar Ahmed, Enmao Diao, Yi Zhou, Nathalie Baracaldo, Jie Ding, Ali Anwar
2025 A* conf
Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing.
ICLR
Qi Le, Enmao Diao, Ziyan Wang, Xinran Wang, Jie Ding, Li Yang, Ali Anwar
2025 J jnl
Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing.
CoRR
Qi Le, Enmao Diao, Ziyan Wang, Xinran Wang, Jie Ding, Li Yang, Ali Anwar
2025 J jnl
Think Before You Prune: Self-Reflective Structured Pruning for Reasoning Language Models.
CoRR
Ziyan Wang, Enmao Diao, Qi Le, Pu Wang, Guanchu Wang, Minwoo Lee, Shu-Ping Yeh, Li Yang
2024 J jnl
ColA: Collaborative Adaptation with Gradient Learning.
CoRR
Enmao Diao, Qi Le, Suya Wu, Xinran Wang, Ali Anwar, Jie Ding, Vahid Tarokh
2024 B conf
DynamicFL: Federated Learning with Dynamic Communication Resource Allocation.
IEEE Big Data
Qi Le, Enmao Diao, Xinran Wang, Ahmad Faraz Khan, Vahid Tarokh, Jie Ding, Ali Anwar
2024 J jnl
DynamicFL: Federated Learning with Dynamic Communication Resource Allocation.
CoRR
Qi Le, Enmao Diao, Xinran Wang, Vahid Tarokh, Jie Ding, Ali Anwar
2024 B conf
ICL: An Incentivized Collaborative Learning Framework.
IEEE Big Data
Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar
2024 J jnl
MAP: Multi-Human-Value Alignment Palette.
CoRR
Xinran Wang, Qi Le, Ammar Ahmed, Enmao Diao, Yi Zhou, Nathalie Baracaldo, Jie Ding, Ali Anwar
2023 J jnl
A Framework for Incentivized Collaborative Learning.
CoRR
Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar
2023 J jnl
PI-FL: Personalized and Incentivized Federated Learning.
CoRR
Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie Ding, Ali Raza Butt, Ali Anwar
2023 J jnl
Wireless Power Transmission System for Vehicle Based on Multi-Transmitter Coils Array.
IEEE Access
Qi Le, Ruiming Wu, Jiangyu Chen, Meiling Huang, Yang Fu, Feng Huang, Lijun Wang, Shan Du, Qipeng Li
2022 — conf
Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders.
IEEECONF
Qi Le, Enmao Diao, Xinran Wang, Ali Anwar, Vahid Tarokh, Jie Ding
2022 J jnl
Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders.
CoRR
Qi Le, Enmao Diao, Xinran Wang, Ali Anwar, Vahid Tarokh, Jie Ding