Xing Huang

Prof. Xing Huang

orcid

Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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9 July 2021 in ACM Computing Surveys
Verified
Journal Article
Open access
Xing HuangXing Huang
Xing Huang
THTsung-Yi Ho
Tsung-Yi Ho
WGWenzhong Guo
Wenzhong Guo
BLBing Li
Bing Li
KCKrishnendu Chakrabarty
Krishnendu Chakrabarty
USUlf Schlichtmann
Ulf Schlichtmann
As one of the most promising lab-on-a-chip systems, flow-based microfluidic biochips are being increasingly used for automatically executing various laboratory procedures in biology and biochemistry, such as enzyme-linked immunosorbent assay, point-of-care diagnosis, and so on. As manufacturing technology advances, the characteristic dimensions of biochip systems keep shrinking, and tens of thousands of microvalves can now be integrated into a coin-sized microfluidic platform, making the conventional manual-based chip design no longer applicable. Accordingly, computer-aided design (CAD) of microfluidics has attracted considerable research interest in the EDA community over the past decade. This review article presents recent advances in the design automation of biochips, involving CAD techniques for architectural synthesis, wash optimization, testing, fault diagnosis, and fault-tolerant design. With the help of these CAD tools, chip designers can be released from the burden of complex, large-scale design tasks. Meanwhile, new chip architectures can be explored automatically to open new doors to meet requirements from future large-scale biological experiments and medical diagnosis. We discuss key trends and directions for future research that are related to enable microfluidics to reach its full potential, thus further advancing the development and progression of the microfluidics industry.

26 July 2021 in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Verified
Journal Article
Closed access
GLGenggeng Liu
Genggeng Liu
XZXinghai Zhang
Xinghai Zhang
WGWenzhong Guo
Wenzhong Guo
Xing HuangXing Huang
Xing Huang
WLWen-Hao Liu
Wen-Hao Liu
TWTing-Chi Wang
Ting-Chi Wang
Interconnect delay is a key factor that affects the chip performance in layer assignment. Particularly in the advanced process technologies of 5 nm and beyond, interconnect delay has grown significantly due to the increase of circuit scale. Moreover, coupling effect existed in wires reduces the accuracy of delay evaluation. On the other hand, the size of vias is often ignored in layer assignment, which enlarges the mismatch between global routing and detailed routing. To solve these problems, we propose VPT , a timing-aware layer assignment algorithm considering via pillars, which includes the following five key techniques: 1) via pillar structure combined with nondefault-rule (NDR) wires is adopted to form a net delay optimization system for advanced process technologies; 2) a synthetical model that can adapt to varying types and sizes of both vias and wires is designed to evaluate overflow effectively; 3) a sorting strategy is devised to reduce uncertainty of layer assignment flow and improve stability of the proposed algorithm; 4) an awareness strategy based on multiaspect congestion assessment is designed to reduce overflow significantly; and 5) a net scalpel algorithm is devised to minimize the maximum delay of nets, so that the timing behaviors can be improved systematically. The experimental results on multiple benchmarks confirm that the proposed algorithm leads to lower delay and less overflow, while achieving the best solution quality among the existing algorithms with the shortest runtime.

11 September 2019 in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Verified
Journal Article
Closed access
YZYing Zhu
Ying Zhu
Xing HuangXing Huang
Xing Huang
Bing LiBing Li
Bing Li
THTsung-Yi Ho
Tsung-Yi Ho
QWQin Wang
Qin Wang
USUlf Schlichtmann
Ulf Schlichtmann
Flow-based microfluidic biochips are one of the most promising platforms used in biochemical and pharmaceutical laboratories due to their high efficiency and low costs. Inside such a chip, fluids of nanoliter volumes are transported between devices for various operations such as mixing and detection. The transportation channels and corresponding operation devices are controlled by microvalves driven by external pressure sources. Since assigning an independent pressure source to every microvalve would be impractical due to high costs and limited system dimensions, states of microvalves are switched by a control logic using time multiplexing. Existing control logic designs, however, still switch only a single control channel per operation, leading to a low efficiency. In this paper, we present the first automatic synthesis approach for a control logic that is able to switch multiple control channels simultaneously. Moreover, we propose the first fault-aware design in control logic by introducing backup control paths to maintain the correct function even when manufacturing defects occur. The construction of control logic is achieved by a highly efficient framework based on Particle Swarm Optimization, Boolean logic simplification, grid routing, together with mixing multiplexing. Simulation results demonstrate that the proposed multi-channel switching mechanism leads to fewer valve-switching times and lower total logic cost, while realizing fault tolerance for all control channels.

12 February 2022 in ACM Transactions on Design Automation of Electronic Systems
Verified
Journal Article
Open access
WGWenzhong Guo
Wenzhong Guo
SLSihuang Lian
Sihuang Lian
CDChen Dong
Chen Dong
ZCZhenyi Chen
Zhenyi Chen
Xing HuangXing Huang
Xing Huang
As an emerging lab-on-a-chip technology platform, digital microfluidic biochips (DMFBs) have been widely used for executing various laboratory procedures in biochemistry and biomedicine such as gene sequencing and near-patient diagnosis, with the advantages of low reagent consumption, high precision, and miniaturization and integration. With the ongoing rapid deployment of DMFBs, however, these devices are now facing serious and complicated security challenges that not only damage their functional integrity but also affect their system reliability. In this article, we present a systematic review of DMFB security, focusing on both the state-of-the-art attack and defense techniques. First, the overall security situation, the working principle, and the corresponding fabrication technology of DMFBs are introduced. Afterwards, existing attack approaches are divided into several categories and discussed in detail, including denial of service, intellectual property piracy, bioassay tampering, layout modification, actuation sequence tampering, concentration altering, parameter modification, reading forgery, and information leakage. To prevent biochips from being damaged by these attack behaviors, a number of defense measures have been proposed in recent years. Accordingly, we further classify these techniques into three categories according to their respective defense purposes, including confidentiality protection, integrity protection, and availability protection. These measures, to varying degrees, can provide effective protection for DMFBs. Finally, key trends and directions for future research that are related to the security of DMFBs are discussed from several aspects, e.g., manufacturing materials, biochip structure, and usage environment, thus providing new ideas for future biochip protection.

12 May 2020 in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Verified
Journal Article
Closed access
CLChunfeng Liu
Chunfeng Liu
Xing HuangXing Huang
Xing Huang
Bing LiBing Li
Bing Li
HYHailong Yao
Hailong Yao
PPPaul Pop
Paul Pop
USUlf Schlichtmann
Ulf Schlichtmann

26 January 2021 in IEEE Transactions on Computers
Verified
Journal Article
Closed access
Xing HuangXing Huang
Xing Huang
WGWenzhong Guo
Wenzhong Guo
ZCZhisheng Chen
Zhisheng Chen
Bing LiBing Li
Bing Li
THTsung-Yi Ho
Tsung-Yi Ho
USUlf Schlichtmann
Ulf Schlichtmann
System-architecture design optimization of flow-based microfluidic biochips has been extensively investigated over the past decade. Most of the prior work, however, is still based on chip architectures with dedicated storage units and this, not only limits the performance of biochips, but also increases their fabrication cost. To overcome this limitation, a distributed channel-storage architecture can be implemented, where fluid samples can be cached temporarily in flow channels instead of using a dedicated storage. This new concept of fluid storage, however, requires a careful arrangement of fluid samples to enable the channels to fulfill the dual functions of transportation and caching. Moreover, to avoid cross-contamination between different fluidic flows, wash operations are necessary to remove the residue left in flow channels. In this article, we formulate the first practical system level design and wash optimization problem for microfluidic biochips with distributed channel storage architecture, considering high-level synthesis, physical design, and wash optimization simultaneously, and present a top-down design flow to solve this problem systematically. Given the protocol of a biochemical application and the corresponding design requirements, our goal is to generate a chip architecture with low fabrication cost. Meanwhile the biochemical application can be executed efficiently with an optimized wash scheme. Experimental results on multiple benchmarks confirm that our approach leads to short completion time of biochemical applications, low chip cost, as well as high wash efficiency.