Huancheng Chen

15 papers A* 4Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory. CoRR Zhenting Wang, Huancheng Chen, Jiayun Wang, Wei Wei
2026	J	`jnl`	Regularized Calibration with Successive Rounding for Post-Training Quantization. CoRR Seohyeon Cha, Huancheng Chen, Dongjun Kim, Haoran Zhang, Kevin S. Chan, Gustavo de Veciana, Haris Vikalo
2025	J	`jnl`	Task-Agnostic Federated Continual Learning via Replay-Free Gradient Projection. CoRR Seohyeon Cha, Huancheng Chen, Haris Vikalo
2024	J	`jnl`	Boundary Attention Constrained Zero-Shot Layout-To-Image Generation. CoRR Huancheng Chen, Jingtao Li, Weiming Zhuang, Haris Vikalo, Lingjuan Lyu
2024	A*	`conf`	Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning. NeurIPS Huancheng Chen, Haris Vikalo
2024	A*	`conf`	Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices. CVPR Huancheng Chen, Haris Vikalo
2024	A*	`conf`	Recovering Labels from Local Updates in Federated Learning. ICML Huancheng Chen, Haris Vikalo
2024	J	`jnl`	Recovering Labels from Local Updates in Federated Learning. CoRR Huancheng Chen, Haris Vikalo
2023	J	`jnl`	Accelerating Non-IID Federated Learning via Heterogeneity-Guided Client Sampling. CoRR Huancheng Chen, Haris Vikalo
2023	—	`conf`	Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data. CVPR Workshops Huancheng Chen, Haris Vikalo
2023	J	`jnl`	Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices. CoRR Huancheng Chen, Haris Vikalo
2023	A*	`conf`	The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation. ICLR Huancheng Chen, Chianing Wang, Haris Vikalo
2023	J	`jnl`	The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation. CoRR Huancheng Chen, Chianing Johnny Wang, Haris Vikalo
2022	J	`jnl`	Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data. CoRR Huancheng Chen, Haris Vikalo
2021	J	`jnl`	Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs. CoRR Abduallah A. Mohamed, Huancheng Chen, Zhangyang Wang, Christian G. Claudel