Academia Sinica Logo

1、 協助執行臺灣人體生物資料庫（Taiwan Biobank）各項駐站管理與行政作業。
2、 擔任各合作醫院之聯繫窗口，進行溝通、協調與業務接洽。
3、 協助計畫相關宣導、說明及推廣事務。
4、 協助文件整理、資料建檔及其他行政相關工作。
5、 配合計畫需求，不定期支援全台各地駐站收案相關業務。
6、 其他主管交辦之計畫相關事項。

研究聚焦於離線RL(Reinforcement Learning)、穩健性RL模型，以及在金融與機器人等真實場域的應用。
主要職責
- 進行 RL 相關研究
- 主導或參與頂尖國際會議／期刊投稿
- 協助撰寫研究計畫並推動產學合作

We seek a highly motivated postdoctoral researcher who wants to push the frontier of sequential decision-making under uncertainty and deploy results in impactful domains.

- Conduct independent and collaborative research on RL
- Co-supervise graduate students and research assistants
- Lead or contribute to top-tier conference/journal submissions
- Assist with grant writing and industry collaborations

Research on Optimization of Deep Learning Model Inference and Training

The Computer Systems Laboratory - Machine Learning Systems team focuses on research areas including parallel and distributed computing, compilers, and computer architecture. We aim to leverage computer system technologies to accelerate the inference and training of deep learning models and develop optimizations for next-generation AI models. Our research emphasizes the following:

1. AI Model Compression and Optimization
Model compression techniques (e.g., pruning and quantization) reduce the size and computational demands of AI models, which are crucial for resource-constrained platforms such as embedded systems and memory-limited AI accelerators. We aim to explore:
* AI compiler: deployment methods for compressed models across servers, edge devices, and heterogeneous systems.
* High performance computing: efficient execution of compressed models on processors with advanced AI extensions, e.g., Intel AVX512, ARM SVE, RISC-V RVV, and tensor-level accelerations on GPUs and NPUs.

2. AI Accelerator Design
We aim to design AI accelerators for accelerating AI model inference, focusing on software and hardware co-design and co-optimization.

3. Optimization of AI Model Inference in Heterogeneous Environments
Computer architectures are evolving toward heterogeneous multi-processor designs (e.g., CPUs + GPUs + AI accelerators). Integrating heterogeneous processors to execute complex models (e.g., hybrid models, multi-models, and multi-task models) with high computational efficiency poses a critical challenge. We aim to explore:
* Efficient scheduling algorithms.
* Parallel algorithms for the three dimensions: data parallelism, model parallelism, and tensor parallelism.

The Institute of Information Science at Academia Sinica, Taiwan, R.O.C. seeks candidates for the position of assistant research fellows(equivalent to the rank of assistant professor), in areas related to Intelligence Computing /Theory/System Researches.
Academia Sinica is a national academic research institution in Taiwan. Led by Dr. James C. Liao, a world-renowned scientist and the chief scientific advisor to the R.O.C. government, Academia Sinica conducts research on a broad spectrum of subjects in science and humanities. The Institute of Information Science is committed to quality research in computer and information science. There are over 300 full-time postdoctoral fellows and research assistants (mostly with master degree) working with a faculty of nearly 40 research fellows on various projects. Excellent computing facilities and lab spaces are available for dedicated long-term research. Current research activities are focused on Algorithms and Computation Theory, Machine Learning, Artificial Intelligence, Quantum Computing, Cryptography, Bioinformatics, Natural Language Processing, Data Mining, Formal Methods, Multimedia, Computer Systems, and Networking.
All candidates should have a Ph.D. degree in computer science or closely related fields with good research background and publication records. Salary is based on individual qualification. Additional compensation up to 40% for the first two to three years is available for applicants with exceptional qualifications. In addition to the budgeted research funding supported within Academia Sinica, external funding from government agencies and industry-sponsored institutions is also available.

1.研究助理：協助研究或獨立研究。
Research Assistants: Assist in research-related tasks or work on an independent project.
2.博士後研究員：表觀遺傳與轉錄調控於發育及疾病之角色。
Postdoctoral Fellows: Conduct research on the roles of epigenetics and transcriptional regulation in development and diseases.

We are looking to hire experienced mobile developers to help bring the PQConnect project to Android and iOS. PQConnect is a new easy-to-install layer of Internet security. It automatically applies post-quantum cryptography from end to end between computers running PQConnect, adding cryptographic protection to unencrypted applications, working in concert with existing pre-quantum applications to add post-quantum protection, and adding a second application-independent layer of defense to any applications that have begun to incorporate application-specific post-quantum protection. PQConnect works at the network layer similarly to a VPN, but is scalable in ways that most VPN applications are not. You can see more information at https://www.pqconnect.net

The Institute of European and American Studies (IEAS) at Academia Sinica in Taiwan is seeking applications for an open-rank faculty position (Assistant Research Fellow (tenure-track), Associate Research Fellow (with consideration for tenure), or Research Fellow (with tenure); which respectively correspond to Assistant Professor, Associate Professor, and Full Professor, but without teaching obligations). The Institute is recruiting in all areas of European and American Studies, with particularly favorable consideration in the fields of British/American/Anglophone Literature (including Cultural Studies); U.S.-Taiwan-China Relations (including U.S. foreign relations, security, and U.S. politics); Demography, Social Stratification; and EU politics, preferably EU environmental politics/Degrowth, EU external relations, preferably EU–Russia relations, EU and Central/Eastern Europe.

(一)動物飼育設備清潔及清洗
(二)場域清消及相關事務處理
(三)廢棄物分類集中清運。

Using the mouse primary sensory cortex as a model, the researcher will assist in exploring the plasticity of cortical neural circuits, as well as the impact and pathogenic mechanisms of sensory cortical dysfunction in Autism Spectrum Disorders.
1.Research Tools: Two-photon microscopy, functional calcium imaging in awake mice, animal behavioral training, mouse genetics, spatial gene expression, and immunostaining.
Note: This role involves survival surgeries, collection of in vivo samples, and other animal experiments that require the sacrifice of laboratory animals.
2.Responsibilities & Training: Independently design and conduct experiments.
(1)Technical Training: Mouse handling/surgery, image data analysis, fluorescent RNA in situ hybridization (FISH), and mouse behavioral assays.
(2) Professional Activities:
- Participate in routine lab progress reports and literature reviews.
- Mentor junior lab members.
- Encouraged to participate in internal (at academia sinica) and external symposia, for poster or oral presentations.

You will assist in exploring the plasticity of sensory cortical neural circuits and their role in the mechanisms of Autism Spectrum Disorders (ASD). The role also includes assisting with routine laboratory administration and management.
1.Research Tools: Two-photon microscopy, functional calcium imaging in awake mice, animal behavioral training, mouse genetics, spatial gene expression, and immunostaining.
Note: This role involves survival surgeries, collection of in vivo samples, and other animal experiments that require the sacrifice of laboratory animals.
2.Responsibilities & Training: conduct experiments under instruction
(1)Technical Training: Mouse handling, image acquisition, data analysis, and mouse behavioral training.
(2)Professional Development:
- Participate in routine lab progress reports and literature reviews.
- Encouraged to participate in internal (at academia sinica) and external symposia, for poster or oral presentations.

Institutum Iurisprudentiae (Institute of Law) invites
applicants specializes in three areas of legal research, including Law, Science, and Technology; Jurisprudence and Social Change; Empirical Legal Studies on Judicial Systems and Judicial Behaviors (Applying quantitative research method to empirical legal studies) to apply for a faculty position of Assistant Research Professor, Associate Research Professor, or Full Research Professor.

Collaborate with doctoral students and postdoctoral researchers to engage in the following research and technical tasks:

*DNA Sequencing Techniques: Responsible for the operation and management of next-generation sequencing (NGS) and third-generation sequencing (Nanopore) platforms, including sample preparation and sequencing data analysis
*Gene Engineering and Synthetic Biology Applications: Design novel carbon-metabolism pathways and apply laboratory evolution to construct microorganisms capable of converting greenhouse gases.

Artificial Directed Evolution Research: Use E. coli as a model organism to study the role and applications of DNA copy-number diversity in accelerating directed evolution.