Zongle Huang - RankMe

14 papers Journal 7Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Area-Efficient Lookup-Table -Based eDRAM Digital CIM Macro for Neural Network Inference. IEEE J. Solid State Circuits Yifan He, Shupei Fan, Xuan Li, Luchang Lei, Wenbin Jia, Chen Tang, Yaolei Li, Zongle Huang, Zhike Du, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
2026	J	`jnl`	CCE: A Content Creation Engine With Outlier and Mixed-Representation Computing, Semantic-Defined Instruction Generation for Video Diffusion. IEEE J. Solid State Circuits Chen Tang, Zongle Huang, Wenxun Wang, Xiaoyu Feng, Yifan He, Shupei Fan, Kecheng Wang, Wenyu Sun, Yongpan Liu
2026	—	`conf`	Scope: A Scalable Merged Pipeline Framework for Multi-Chip-Module NN Accelerators. ASP-DAC Zongle Huang, Hongyang Jia, Kaiwei Zou, Yongpan Liu
2026	J	`jnl`	Scope: A Scalable Merged Pipeline Framework for Multi-Chip-Module NN Accelerators. CoRR Zongle Huang, Hongyang Jia, Kaiwei Zou, Yongpan Liu
2025	—	`conf`	CCE: A 28nm Content Creation Engine with Asymmetric Computing, Semantic-Driven Instruction Generation and Collision-Free Outlier Mapper for Video Generation. CICC Chen Tang, Zongle Huang, Wenxun Wang, Yifan He, Shupei Fan, Xiaoyu Feng, Wenyu Sun, Yongpan Liu
2025	J	`jnl`	Enhancing Memory Efficiency in Large Language Model Training Through Chronos-aware Pipeline Parallelism. CoRR Xinyuan Lin, Chenlu Li, Zongle Huang, Chunyu Wang, Bo Xiao, Huazhong Yang, Shishi Duan, Yongpan Liu
2025	—	`conf`	HyC-LoRA: Memory Efficient LoRA Fine-tuning with Hybrid Activation Compression. MLSys Yujin Wang, Shunan Dong, Zongle Huang, Yichen You, Liu He, Huazhong Yang, Yongpan Liu, Hongyang Jia
2025	J	`jnl`	MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE. CoRR Zongle Huang, Lei Zhu, Zongyuan Zhan, Ting Hu, Weikai Mao, Xianzhi Yu, Yongpan Liu, Tianyu Zhang
2025	—	`conf`	Pro-Cache-CIM: A 28nm 69.4TOPS/W Product-Cache-based Digital-Compute-in-Memory Macro Leveraging Data Locality Pattern in Vision AI Tasks. CICC Wenbin Jia, Yifan He, Xiang Li, Yixuan Xie, Zongle Huang, Wenxun Wang, Boju Chen, Yaolei Li, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
2025	J	`jnl`	SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Liu He, Yujin Wang, Zongle Huang, Shupei Fan, Chen Tang, Shuyuan Zhang, Luchang Lei, Huazhong Yang, Yongpan Liu, Hongyang Jia
2024	—	`conf`	34.7 A 28nm 2.4Mb/mm ISSCC Yifan He, Shupei Fan, Xuan Li, Luchang Lei, Wenbin Jia, Chen Tang, Yaolei Li, Zongle Huang, Zhike Du, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
2024	—	`conf`	A 28nm 4.35TOPS/mm2 Transformer Accelerator with Basis-vector Based Ultra Storage Compression, Decomposed Computation and Unified LUT-Assisted Cores. VLSI Technology and Circuits Chen Tang, Xinyuan Lin, Zongle Huang, Wenyu Sun, Hongyang Jia, Yongpan Liu
2024	—	`conf`	Exploring Approximation and Dataflow Co-Optimization for Scalable Transformer Inference Architecture on the Edge. SOCC Liu He, Yujin Wang, Zongle Huang, Shupei Fan, Chen Tang, Shuyuan Zhang, Luchang Lei, Huazhong Yang, Yongpan Liu, Hongyang Jia
2024	J	`jnl`	Hecaton: Training and Finetuning Large Language Models with Scalable Chiplet Systems. CoRR Zongle Huang, Shupei Fan, Chen Tang, Xinyuan Lin, Shuwen Deng, Yongpan Liu