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Ziqiang Huang

dblp:59/6496 · DBLP profile ↗
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8ranked-venue papers
2as first author
4since 2021 · last 2026
0009-0004-4792-8145ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 3 · 3 since 2021Systems, architecture and hardware · 3 · 2 first-authorGraphics, computer vision, multimedia, augmented reality and games · 2 · 1 since 2021Software engineering, systems software and programming languages · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
2 papers
Processor architecture and microarchitecture · 44% Energy-efficient computing · 29% Memory systems · 26%
Software engineering, system software, and programming languages
1 paper
Compilers and program optimization · 100%

Topics — the 9 heaviest of 9, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Energy-efficient computing
thermal management
0.412019
DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management · MICRO 2019
Compilers and program optimization › instruction scheduling
compile-time scheduling
0.212016
Decoupling Loads for Nano-Instruction Set Computers · ISCA 2016
Compilers and program optimization
instruction scheduling
0.212016
Decoupling Loads for Nano-Instruction Set Computers · ISCA 2016
Processor architecture and microarchitecture
instruction set architecture
0.212016
Decoupling Loads for Nano-Instruction Set Computers · ISCA 2016
Processor architecture and microarchitecture › instruction set architecture
ISA extension
0.212016
Decoupling Loads for Nano-Instruction Set Computers · ISCA 2016
Memory systems
cache
0.112019
DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management · MICRO 2019
Memory systems › cache management
cache capacity management
0.112019
DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management · MICRO 2019
Memory systems › memory hierarchy › cache hierarchy
last-level cache
0.112019
DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management · MICRO 2019
Processor architecture and microarchitecture
instruction-level parallelism
0.112016
Decoupling Loads for Nano-Instruction Set Computers · ISCA 2016

Methods — techniques the papers use, named apart from their topics

decoupled loads · 0.5compiler scheduling · 0.5thermal headroom modeling · 0.4dynamic utility prediction · 0.4
YearPublicationVenuePosition
2026 Bidirectional multi-scale masked transformer for single image deraining
Miao Qi, Wei Liu 0123, Ziqiang Huang, Hangyu Nie
Multim. Syst.3
2026 No-reference dehazed image quality assessment via perception-driven interactive feature representation learning
Hangyu Nie, Ziqiang Huang, Miao Qi, Junjun Jiang, Jiayi Ma 0001, Wei Liu 0123
Pattern Recognit.2
2023 Incorporating structured emotion commonsense knowledge and interpersonal relation into context-aware emotion recognition
Ziqiang Huang, Meichen Liu, Chunyan Lyu
Appl. Intell.3
2021 HEU Emotion: a large-scale database for multimodal emotion recognition in the wild
Chaoqun Yin, Ziqiang Huang, Meichen Liu
Neural Comput. Appl.8
2020 Exploring The Impact Of Switch Arity On Butterfly Fat Tree Fpga Nocs
abstract
Overlay Networks-on-Chip (NoCs) for FPGAs based on the Butterfly-Fat Tree (BFT) topology with lightweight flow control deliver low LUT costs and features such as in-order delivery and livelock freedom. BFT NoCs make it possible to conFigure network bandwidth to match application requirements, by choosing switch types with different numbers of ports (arity) for the layers of the tree hierarchy. We increase the design space of BFT NoC configurations available to designers by constructing networks with larger arity-4 switches, in addition to the arity2 switches explored by previous works. When synthesized for the Xilinx UltraScale + VU9P FPGA, our proposed BFT NoCs consume 38-45% fewer LUTs and 33-50% smaller wiring lengths than arity-2 BFT NoCs with the same Rent parameter, in exchange for a reduction in maximum clock frequency in up to 25%. We simulate the operation of our proposed NoCs when routing various real-world workloads with 64 network clients, and show that they consistently achieve better Throughput / LUT cost ratios, when compared to arity-2 BFT NoCs with the same Rent parameter, with improvements of 15 to 120% depending on the benchmark and NoC topology.
Ian Elmor Lang, Ziqiang Huang, Nachiket Kapre
FCCM2
2019 DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management
abstract
Sprinting is a class of mechanisms that provides a short but significant performance boost while temporarily exceeding the thermal design point. We propose DynaSprint, a software runtime that manages sprints by dynamically predicting utility and modeling thermal headroom. Moreover, we propose a new sprint mechanism for caches, increasing capacity briefly for enhanced performance. For a system that extends last-level cache capacity from 2MB to 4MB per core and can absorb 10J of heat, DynaSprint-guided cache sprints improve performance by 17% on average and by up to 40% over a non-sprinting system. These performance outcomes, within 95% of an oracular policy, are possible because DynaSprint accurately predicts phase behavior and sprint utility.
Ziqiang Huang, José A. Joao, Alejandro Rico, Andrew D. Hilton, Benjamin C. Lee
MICRO1
2016 Decoupling Loads for Nano-Instruction Set Computers
abstract
We propose an ISA extension that decouples the data access and register write operations in a load instruction. We describe system and hardware support for decoupled loads. Furthermore, we show how compilers can generate better static instruction schedules by hoisting a decoupled load's data access above may-alias stores and branches. We find that decoupled loads improve performance with geometric mean speedups of 8.4%.
Ziqiang Huang, Andrew D. Hilton, Benjamin C. Lee
ISCA1
2007 Modular structure realizations of 2-D separable-in-denominator recursive digital filters
Dali Wang, Ali Zilouchian, Jiying Zhao, Ziqiang Huang
Signal Process.4