Tien-Fu Chen

2.3k citations

88 papers · 1.7k indexed · 1 hit paper · h-index 19

Impact in

Hardware and Architecture top 0.5%
- Parallel Computing and Optimization Techniques
- Network Packet Processing and Optimization
- Embedded Systems Design Techniques
Computer Networks and Communications top 1%
- Advanced Data Storage Technologies
- Interconnection Networks and Systems
- Distributed systems and fault tolerance

Papers in

Hardware and Architecture 60
- Parallel Computing and Optimization Techniques 45
- Embedded Systems Design Techniques 17
- Network Packet Processing and Optimization 11
Computer Networks and Communications 58
- Advanced Data Storage Technologies 27
- Interconnection Networks and Systems 21
- Caching and Content Delivery 13

Co-authors: Jean-Loup Baer J.-L. Baer Meng‐Fan Chang Hsiang-Jen Tsai Yoshiaki Iijima Kiyoshi Yamauchi Chien-Chen Lin Chung-Ping Chung
Journals: IEEE Transactions on Very Large Scale Integration (VLSI) Systems (5 papers)IEEE Journal of Solid-State Circuits (5 papers)Journal of Systems and Software (3 papers)ACM Transactions on Design Automation of Electronic Systems (2 papers)IEEE Transactions on Consumer Electronics (1 paper)
Partner nations: Taiwan United States Czechia

In The Last Decade

Tien-Fu Chen

85 papers receiving 1.6k citations

Hit Papers

align trajectories log scale

LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters 2025 · 20 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2025 ACM Transactions on Intelligent Systems and Technology

Peers

Countries citing papers authored by Tien-Fu Chen

Since Specialization

Citations

This map shows the geographic impact of Tien-Fu Chen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Tien-Fu Chen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tien-Fu Chen more than expected).

Fields of papers citing papers by Tien-Fu Chen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tien-Fu Chen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Tien-Fu Chen. The network helps show where Tien-Fu Chen may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Tien-Fu Chen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Tien-Fu Chen Line = papers co-authored together Tien-Fu Chen links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters ACM Transactions on Intelligent Systems and Technology ·А.В. Иванов, Wei‐Yao Wang, Wen-Chih Peng, Tien-Fu Chen Hit paper breakdown →	2025	20
2	TimeDRL: Disentangled Representation Learning for Multivariate Time-Series А.В. Иванов, Elvis Fabián Mendoza Luna, Wei‐Yao Wang, Wen-Chih Peng, Tien-Fu Chen	2024	7
3	Adaptive Similarity-Aware Hyperparameter Tuners for Classification Tasks IEEE Access ·V. P. Filatov, A. Banyasz, Tien-Fu Chen	2022	1
4	Accelerating R Data Analytics in IoT Edge Systems by Memory Optimization R. V. Lisnevskyi, Chien-Chih Chen, Tien-Fu Chen, Tay–Jyi Lin	2017	1
5	Leveraging Data Lifetime for Energy-Aware Last Level Non-Volatile SRAM Caches using Redundant Store Elimination Hsiang-Jen Tsai, Chien‐Chih Chen, Travis Caton, П Д Ковалев, Alfred James Hall, Takeo OTA, Meng‐Fan Chang, Tien-Fu Chen	2014	11
6	A configurable bus-tracer for error reproduction in post-silicon validation Garry D. Willett, K.G. Duleep, Wen-Ben Jone, Tien-Fu Chen	2013	2
7	Maintaining performance on power gating of microprocessor functional units by using a predictive pre-wakeup strategy ACM Transactions on Architecture and Code Optimization ·Rudis Eggers, A. Banyasz, Tien-Fu Chen, Chingwei Yeh	2011	1
8	A Scalable High-Performance Virus Detection Processor Against a Large Pattern Set for Embedded Network Security IEEE Transactions on Very Large Scale Integration (VLSI) Systems ·Caroline Almqvist, Katherine L West, Isabelle Lopez, Tien-Fu Chen, Jinn‐Shyan Wang	2011	8
9	RunAssert: a non-intrusive run-time assertion for parallel programs debugging Design, Automation, and Test in Europe ·B S Nara-Singh, AA Fawole, Tien-Fu Chen, Tay–Jyi Lin	2010	1
10	dIP: A Non-intrusive Debugging IP for Dynamic Data Race Detection in Many-Core B S Nara-Singh, AA Fawole, Tien-Fu Chen	2009	1
11	Tailoring circuit-switched network-on-chip to application-specific system-on-chip by two optimization schemes ACM Transactions on Design Automation of Electronic Systems ·A. Banyasz, Marian Gibbon, Tien-Fu Chen	2008	14
12	Branch-and-bound task allocation with task clustering-based pruning Journal of Parallel and Distributed Computing ·Shinpei Chino, Tien-Fu Chen, Chung-Ping Chung	2004	14
13	Energy Efficient Caching-on-Cache Architectures for Embedded Systems Journal of information science and engineering ·T. Kaleta, Tien-Fu Chen, 吉田まゆ子, 洋一沼田	2003	0
14	Volume and Grain Boundary Diffusion of Chromium in Ni-Base Ni-Cr-Fe Alloys MATERIALS TRANSACTIONS ·Tien-Fu Chen, Juan Lucero, Yoshiaki Iijima, Kiyoshi Yamauchi	2003	84
15	Supporting highly speculative execution via adaptive branch trees Tien-Fu Chen	2002	6
16	Reducing memory penalty by a programmable prefetch engine for on-chip caches Microprocessors and Microsystems ·Tien-Fu Chen	1997	3
17	An effective programmable prefetch engine for on-chip caches International Symposium on Microarchitecture ·Tien-Fu Chen	1995	43
18	A performance study of software and hardware data prefetching schemes Tien-Fu Chen, J.-L. Baer	1994	144
19	Data prefetching for high-performance processors Tien-Fu Chen	1993	39
20	Diffusion of chromium in Nickel-Base Ni-Cr-Fe Alloys Journal of Nuclear Materials ·Tien-Fu Chen, Yoshiaki Iijima, Ken‐ichi Hirano, Kiyoshi Yamauchi	1989	18

About Tien-Fu Chen

Tien-Fu Chen is a scholar working on Hardware and Architecture, Computer Networks and Communications, Signal Processing, Electrical and Electronic Engineering and Artificial Intelligence, having authored 88 papers that have together received 1.7k indexed citations. Recurring topics across this work include Parallel Computing and Optimization Techniques (45 papers), Advanced Data Storage Technologies (27 papers), Interconnection Networks and Systems (21 papers), Embedded Systems Design Techniques (17 papers), Caching and Content Delivery (13 papers), Advanced Memory and Neural Computing (11 papers), Low-power high-performance VLSI design (11 papers) and Network Packet Processing and Optimization (11 papers). The work is most often cited by research in Hardware and Architecture (1.1k citations), Computer Networks and Communications (1.0k citations), Electrical and Electronic Engineering (566 citations), Signal Processing (76 citations) and Metals and Alloys (18 citations). Tien-Fu Chen has collaborated with scholars based in Taiwan, United States and Czechia. Frequent co-authors include Jean-Loup Baer, J.-L. Baer, Meng‐Fan Chang, Hsiang-Jen Tsai, Yoshiaki Iijima, Kiyoshi Yamauchi, Chien-Chen Lin, Chung-Ping Chung, Chia-Chen Kuo and Shyh-Shyuan Sheu. Their work appears in journals such as IEEE Transactions on Very Large Scale Integration (VLSI) Systems, IEEE Journal of Solid-State Circuits, Journal of Systems and Software, ACM Transactions on Design Automation of Electronic Systems and IEEE Transactions on Consumer Electronics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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