Ryan Hanrui Wang @hanrui_w Twitter profile

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Ryan Hanrui Wang

3 months

Life update: Thrilled to share that I'll be joining @UCLAComSci as an Assistant Professor in 2025-26 academic year! Our lab will focus on Efficient AI and Quantum Computing. We have multiple openings, more info at

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Ryan Hanrui Wang

@hanrui_w

18 days

Hinton helped me realize my childhood dream—to become a physicist. 🙂 There’s no doubt about Hinton’s contributions to humanity, but with the slowing progress in fundamental science, is it appropriate to award the most representative prize in fundamental science to the field of

The Nobel Prize

@NobelPrize

19 days

“How could I be sure it wasn’t a spoof call?” 2024 physics laureate Geoffrey Hinton received a phone call from Stockholm in the early hours in a hotel room in California. Multiple Swedish accents helped reassure him that his #NobelPrize in Physics, awarded today, was real.

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Ryan Hanrui Wang

@hanrui_w

2 years

Very humbled to receive the 1st place of ACM Student Research Competition for my work on ML for Quantum and Quantum for ML! Very thankful to my Advisor Prof. @SongHan_MIT , all my mentors and collaborators! Also thank Prof. Callie Hao, Prof. Debjit Pal for organizing! @ICCAD

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Ryan Hanrui Wang

@hanrui_w

8 months

Great experience attending ISSCC 2024 at SF and excited to see many ICs for quantum technology!🔥 Also it's my honor to receive the 𝐑𝐢𝐬𝐢𝐧𝐠 𝐒𝐭𝐚𝐫 𝐀𝐰𝐚𝐫𝐝 𝐨𝐟 𝐈𝐒𝐒𝐂𝐂 2024 for our work on "SpAtten" Sparse Attention Accelerator. 1/3

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Ryan Hanrui Wang

@hanrui_w

1 year

I will attend the Design Automation Conference (DAC) at SF and presenting several new exciting projects! Hope to see you there! 🔥 #DAC #Quantum

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Ryan Hanrui Wang

@hanrui_w

2 months

Avi Wigderson’s lecture on “Reading Alan Turing’s Papers”. Interesting to see a Turing Award winner focus not on his own work, but on the foundations of TCS through Turing’s lens. Last point of his summary on Turing is “Does not rush to publish” :)

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Ryan Hanrui Wang

@hanrui_w

3 years

HPCA 2022 "QuantumNAS" covered by MIT News. We propose an efficient method to search for noise-robust circuit architecture (Ansatz) of parameterized quantum circuits. TorchQuantum open-source: Website:

Quantum ML System - Quantum ML System

Overview We focus on the intersection of quantum computer systems and machine learning. We build better ML systems to optimize quantum computing problems and also use quantum computers to run ML...

qmlsys.mit.edu

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Ryan Hanrui Wang

@hanrui_w

2 years

My great honor to receive the Best Poster Award rank #1 at NSF Athena AI Institute! I want to thank my advisor @SongHan_MIT , Athena Director Prof. all my collaborators and friends for the warm support! #ai #machinelearning #presentation #communication #networks #deeplearning #ml

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Ryan Hanrui Wang

@hanrui_w

4 years

Grateful to receive the Nvidia Graduate Fellowship Finalist and the present a RTX 3090! very heavy but super cool! Thanks @nvidia ! (Anyone interested in donating another 7? so I will have a 8-GPU machine😆)

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Ryan Hanrui Wang

@hanrui_w

1 year

Pretty strong OCR capability of gpt-4v, much easier to read age-old documents #chatgpt #GPT4V #GPT4 #GPT

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Ryan Hanrui Wang

@hanrui_w

2 years

It's a great honor to receive the Best Pitch Award at MIT Microsystems Annual Research Conference 2023! I learnt a lot from the diverse formats and eye-opening creativity of over 100 research pitches from the MTL and MIT.nano community. #quantum #MTL @microsystechlab @mit_nano

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Ryan Hanrui Wang

@hanrui_w

3 years

Grateful to receive the @Qualcomm Innovation Fellowship 2021! Thank my advisor @SongHan_MIT , Professor Hae-Seung Lee, and collaborators for the warm supports! Will continue exciting work on efficient Machine Learning + quantum computing.

2021 Qualcomm Innovation Fellowship for the US

Apply for the 2021 Qualcomm Innovation Fellowship for the North America region. Application details, participating universities, and areas of interest.

www.qualcomm.com

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Ryan Hanrui Wang

@hanrui_w

2 years

I'm attending the 59th DAC and will be presenting 2 papers: "QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization" on July 12, 10:30 PDT; and "QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning " on July 13, 13:30 PDT.

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Ryan Hanrui Wang

@hanrui_w

3 years

Appreciate the opportunity to teach DNN training at MIT course "Hardware Architecture for Deep Learning" developed by Prof. Joel Emer and Prof. Vivienne Sze.

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Ryan Hanrui Wang

@hanrui_w

1 year

Wonderful experience at IEEE QCE (Quantum Week) 2023! Excited to see the rapid growth of the community! P1. P2. Glad to receive the Best Paper Award, thanks to all my advisors and collaborators for the support, especially to Han Zheng and @junyuliu4 for leading the efforts!

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Ryan Hanrui Wang

@hanrui_w

5 years

First-author paper "HAT: Hardware-Aware Transformers for Efficient Neural Machine Translation" accepted by #ACL2020 . We use NAS to search different small&fast models for different hardware in an enlarged design space. Thank my advisor and all collaborators! #acl2020 #acl2020nlp

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Ryan Hanrui Wang

@hanrui_w

2 years

Welcome to attend the Quantum Computer Systems lecture series! Sign-up: Website: We are also welcoming new speakers to share your research, please contact hanrui @mit .edu and zliang5 @nd .edu #quantumcomputing #systems #quantum

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Ryan Hanrui Wang

@hanrui_w

2 years

Welcome to attend Lecture 1 of the Quantum Computer Systems Series! We are fortunate to have Prof. Yongshan Ding at Yale talking about quantum noise mitigation🙌 Time: Jun 30, 10:30 AM ET Zoom: #quantum #computing #system #lecture

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Ryan Hanrui Wang

@hanrui_w

1 year

Glad to be selected as a Rising Star in ML and Systems! Hope to discuss and learn more from other attendees of the workshop. Many thanks to my advisor @songhan_mit and collaborators for the support! #ml #systems #rising_star

MLCommons

@MLCommons

1 year

We are pleased to present the inaugural MLCommons Rising Stars cohort. This talented group of PhD students are the future leaders of ML and Systems research.

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Ryan Hanrui Wang

@hanrui_w

4 years

Happy to share our new paper accepted to @HpcaArchConf 2021. We propose efficient algorithm-architecture codesign for Attention in NLP by removing computations and DRAM accesses of unimportant tokens & heads of the model in a cascade manner. Thanks my advisor and collaborators!

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Ryan Hanrui Wang

@hanrui_w

3 years

I am speaking at PPoPP/CGO/HPCA/CC 2022. Please check out my talk if you're attending the event! - via #Whova event app

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Ryan Hanrui Wang

@hanrui_w

4 years

Our SpAtten NLP accelerator is selected as MIT Homepage Spotlight! Thanks my advisor @SongHan_MIT and collaborators for the warm support! More info on efficient NLP at

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Ryan Hanrui Wang

@hanrui_w

2 years

Attending MICRO 2022 and will be a panelist in the HASP workshop discussing quantum computer security. See you there! #micro2022 @quantum

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Ryan Hanrui Wang

@hanrui_w

2 years

I will be attending 𝐐𝐂𝐄 (𝐐𝐮𝐚𝐧𝐭𝐮𝐦 𝐖𝐞𝐞𝐤) in Broomfield CO! Very excited to share our recent work! 𝐓𝐨𝐫𝐜𝐡𝐐𝐮𝐚𝐧𝐭𝐮𝐦 𝐓𝐮𝐭𝐨𝐫𝐢𝐚𝐥 𝐕𝐚𝐫𝐢𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐏𝐮𝐥𝐬𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 #QCE #quantum #tutorial

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Ryan Hanrui Wang

@hanrui_w

4 years

Covid vaccine get

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 1 -

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Ryan Hanrui Wang

@hanrui_w

4 years

Volunteered for the healthcare study for blood pressure, pretty cool!

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Ryan Hanrui Wang

@hanrui_w

3 months

I'm incredibly grateful to my PhD advisor @songhan_mit , for his unwavering support in both research and life. I'd also like to extend my heartfelt thanks to my mentors Anantha Chandrakasan, @prof_chong , Jason Cong, @creamyoki , Harry Lee, David Z. Pan, Richard Shi and many others

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Ryan Hanrui Wang

@hanrui_w

5 years

DAC 2020 first-author paper accepted! We applied RL and GNN for better transistor sizing. Thank my advisor @SongHan_MIT and collaborators for the kind support!😀 #57DAC @57thDAC

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 29 - Rethinking Most-significant Digit-first Arithmetic for Quantum Computing in NISQ Era - Prof. He Li -

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Ryan Hanrui Wang

@hanrui_w

4 years

NLP's Moore's Law: every year model size increases by 10x!😇 How to make them efficient? Check out our work on efficient NLP🙌 Hardware-Aware Transformer: NLP Attention accelerator: Prune/Quantize LMs:

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Ryan Hanrui Wang

@hanrui_w

2 years

Project pages: TorchQuantum Open-Source Library: Colab Tutorials: , #training #quantum #dac2022 #project #scalability #qml #ml #quantumcomputing #quantumtechnology #robustness

This link will take you to a page that’s not on LinkedIn

lnkd.in

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Ryan Hanrui Wang

@hanrui_w

4 years

JMLR paper: MicroNet for Efficient Language Modeling. Won the 1st at MicroNet challenge NeurIPS'19 arXiv: talk (26:17): code: project page: Happy playing with the language models!

GitHub - mit-han-lab/neurips-micronet: [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language...

[JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion - mit-han-lab/neurips-micronet

github.com

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 6 -- Adaptive Online Learning of Quantum States Prof. Tongyang Li (Peking University) -

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Ryan Hanrui Wang

@hanrui_w

4 years

Our #acl2020nlp "HAT: Hardware-Aware Transformers" is open-sourced! Paper: Website: We search a fast model for each hardware in a supernet with latency feedback. Pull request and ⭐ are welcomed! #NLP #NLProc

GitHub - mit-han-lab/hardware-aware-transformers: [ACL'20] HAT: Hardware-Aware Transformers for...

[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing - mit-han-lab/hardware-aware-transformers

github.com

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Ryan Hanrui Wang

@hanrui_w

3 years

My last class of "Hardware Architecture for Deep Learning" as Teaching Assistant this semester. Memorable online TA experience, and made good friends with students.🙌

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 10 -- VQE for solving PDE, Yilian Liu (Cornell) - September 8, 10:30AM ET Zoom:

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 12 -- Quantum Computer Hardware Cybersecurity, Prof. Jakub Szefer (Yale) -

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Ryan Hanrui Wang

@hanrui_w

1 year

Quantum Computer Systems 42 - Design Quantum Approximate Operator Ansatz (QAOA) with Applications in Constrained Optimization - Zichang He -

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Ryan Hanrui Wang

@hanrui_w

3 months

As well as my collaborators, family, and friends, for their invaluable support throughout this amazing journey! Super excited to begin the new chapter! I will do a gap year based in Boston. Come say hi when you are around! #quantum #ai #ml #mlsys @UCLA @UCLAengineering

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Ryan Hanrui Wang

@hanrui_w

4 years

Get DAC Young Fellow Best Research Video Award! A great experience! Thanks a lot @PatrickGr , Laleh and Matt for organizing! @57thDAC #57dac

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Ryan Hanrui Wang

@hanrui_w

4 years

Checkout our paper on efficient natural language processing hardware and algorithm co-design!🐳

SpAtten: Efficient Sparse Attention Architecture with Cascade...

The attention mechanism is becoming increasingly popular in Natural Language Processing (NLP) applications, showing superior performance than convolutional and recurrent architectures. However,...

arxiv.org

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Ryan Hanrui Wang

@hanrui_w

2 years

QOC proposes to train the parameterized quantum circuits on quantum machines to improve the scalability and prune unreliable gradients to reduce cost. Paper:

This link will take you to a page that’s not on LinkedIn

lnkd.in

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 7 -- Quantum Data Center Dr. Junyu Liu (The University of Chicago) -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 37 - Elevating Quantum Compiler Performance through Enhanced Awareness in the Compilation Stages - Dr. Ji Liu -

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Ryan Hanrui Wang

@hanrui_w

2 years

Attending @ICCAD 2022 at San Diego, will present: 1. Student Research Competition titled "ML for Quantum and Quantum for ML". Website: Poster: 2. TorchQuantum tutorial 3. Top3 team at TinyML Contest #quantum

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Ryan Hanrui Wang

@hanrui_w

5 years

I will be giving a talk on "SpArch: Efficient Architecture for Sparse Matrix Multiplication" in HPCA 2020. See you today 17:00 @ Capri/Rivera Project: Lightning Talk: #hpca2020 @HpcaArchConf

[HPCA 2020] SpArch: Efficient Architecture for Sparse Matrix Multip...

Lightning Talk for HPCA 2020 paper "SpArch: Efficient Architecture for Sparse Matrix Multiplication"

www.youtube.com

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Ryan Hanrui Wang

@hanrui_w

1 year

Quantum Computer Systems 39 - Control Systems and Systems Software at IBM Quantum - Thomas Alexander -

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Ryan Hanrui Wang

@hanrui_w

2 years

I will be also attending MLsys, looking forward to discussions!

Song Han

@songhan_mit

2 years

Excited to share our presentations during the week of MLSys'22: TorchSparse, on-device training, tiny engine, and more.

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Ryan Hanrui Wang

@hanrui_w

1 year

Thank you Prof. Han!🌹🌹🌹

Song Han

@songhan_mit

1 year

Congrats @hanrui_w and team winning the Quantum Computing for Drug Discovery Challenge🎉 Hanrui is on the academic job market this year.

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Ryan Hanrui Wang

@hanrui_w

5 years

🏃🏻‍♂️Sunny run

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 13 -- Visualization and Understanding Quantum Noise, Prof. Qiang Guan (Kent) -

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Ryan Hanrui Wang

@hanrui_w

5 years

Talk @ HPCA 2020. Thanks for coming!

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Ryan Hanrui Wang

@hanrui_w

3 years

At DAC 58 #dac

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Ryan Hanrui Wang

@hanrui_w

4 years

Grateful to receive the Analog Devices Outstanding Student Designer Award,😇Thank you ADI! @ADI_News

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Ryan Hanrui Wang

@hanrui_w

5 years

Gave a talk on "TTS: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning" at Qualcomm Research Center. Thank Joseph for hosting, many inspiring discussions!

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Ryan Hanrui Wang

@hanrui_w

1 year

Coming to @ICCAD @ SF. Presenting some preliminary results on reliable quantum state preparation and QEC decoding. Also attending the award ceremony of quantum computing for drug discovery challenge and present our solution. 🚀 #quantum #qec #architecture

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Ryan Hanrui Wang

@hanrui_w

15 days

sad... I respect many pioneering work ZAPATA has done, but commercializing quantum AI is challenging at this stage due to the small size, low reliability of existing quantum hardware

Shawn Kwon

@ShawnKwon11

15 days

$ZPTA big news according to its new filings today: <Summary of Key Points> -Costs Associated with Exit or Disposal Activities (Item 2.05): On October 7, 2024, Zapata Computing's board approved the termination of all employees, except a few retained

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Ryan Hanrui Wang

@hanrui_w

4 years

Great pleasure to E-meet with Prof. Yoshua Bengio and other researchers in the meeting this morning!

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 11 -- Building Blocks of Scalable Quantum Information Science, Prof. Prineha Narang (Harvard) -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 24 - Automatic formal verification of the Qiskit compiler - Runzhou Tao -

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Ryan Hanrui Wang

@hanrui_w

4 years

Super glad to be a TCAS-II journal reviewer!🐳

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Ryan Hanrui Wang

@hanrui_w

2 years

(Rescheduled) Quantum Computer Systems Lecture 11 -- Building Blocks of Scalable Quantum Information Science, Prof. Prineha Narang (Harvard) -

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Ryan Hanrui Wang

@hanrui_w

4 years

"AI for EDA", promising or not? Check out our #57dac paper "GCN-RL Circuit Designer: Transferable Transistor Sizing With Graph Neural Networks and Reinforcement Learning"! Paper: Video: Website:

[DAC 2020] GCN-RL Circuit Designer: Transferable Transistor Sizing...

Introduction for DAC 2020 paper "GCN-RL Circuit Designer: Transferable Transistor Sizing With Graph Neural Networks and Reinforcement Learning"Hanrui Wang, K...

www.youtube.com

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Ryan Hanrui Wang

@hanrui_w

4 years

I will be at the online Q&A for our #57dac paper "GCN-RL Circuit Designer" tomorrow (Friday) afternoon Time: 5pm EDT to 6:30pm EDT @57thDAC session: "Learning to yield" Zoom link: Welcome! Project website:

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Ryan Hanrui Wang

@hanrui_w

4 years

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Ryan Hanrui Wang

@hanrui_w

5 years

Sorry to hear about this

ASPLOS

@ASPLOSConf

5 years

We are very sorry to announce that ASPLOS 2020 and the associated symposium and workshops in Lausanne are cancelled because of the COVID-19 outbreak.

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 9 -- Protocol Design for Quantum Network Routing, Prof. Chen Qian (UCSC) - September 1, 10:30AM ET Zoom:

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Ryan Hanrui Wang

@hanrui_w

3 months

this could be useful for distributed quantum computing, making it easier to put multiple chips together in the fridge and test

PsiQuantum

@PsiQuantum

3 months

It’s hard to cool something that’s already very cold. As we scale towards useful fault-tolerant quantum computers, the iconic “chandelier”-style cryostats often used in lab experiments are struggling with the increasing heat load associated with more complex chips and wiring.

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Ryan Hanrui Wang

@hanrui_w

4 years

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 23 - Software Tools for Analog Quantum Computing - Yuxiang Peng -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 18 - Enabling Deeper Quantum Compiler Optimization at High Level - Prof. Gushu Li -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 5 -- Quantum Design Automation Tools by Robert Wille -

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Ryan Hanrui Wang

@hanrui_w

4 years

Finish a fun summer internship @nvidia Architecture Research Group. Big thank to my great mentors @Joel_Emer , Mike, Donghyuk and Steve! Two big differences for research in industry (1) much easier tech transfer (2) communication (meetings) takes a larger part of your time. #NVIP

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Ryan Hanrui Wang

@hanrui_w

4 years

So cold 5F (-15C). Charles River is freezing🥶

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Ryan Hanrui Wang

@hanrui_w

1 year

Quantum Computer Systems 38 - Pulse-based Variational Quantum Eigensolver and Pulse-Efficient Transpilation - Dr. Daniel J. Egger -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 31 - Quantum Computing and Quantum Communication in the Financial World -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 17 - Developing Robust System Software Support for Quantum Computers - Prof. Tirthak Patel -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 3 - VQA by Jinglei Cheng -

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems Lecture 4 -- Parallel Circuit Execution by Siyuan Niu -

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Ryan Hanrui Wang

@hanrui_w

4 years

Most creative clock outside MIT Medical. @MITmedical

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Ryan Hanrui Wang

@hanrui_w

3 years

Wow

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 20 - Learning and Training in Quantum Environments - Prof. Mohsen Heidari -

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Ryan Hanrui Wang

@hanrui_w

4 years

Congratulations, Prof. Zhou!

Peipei Zhou

@PeipeiZhou_EECS

4 years

I'm honored and excited to join Pitt-ECE as a tenure-track assistant professor! Pitt-ECE is my dream place for the academic career. 😎😄 Hail to Pitt🤩!!

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Ryan Hanrui Wang

@hanrui_w

1 year

Quantum Computer Systems 40 - Parameter Setting in Quantum Approximate Optimization of Weighted Problems - Ruslan Shaydulin -

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Ryan Hanrui Wang

@hanrui_w

4 years

insightful👍

SIGARCH

@sigarch

4 years

Prof. Mingyu Gao has advice for both students and advisors for getting the most out of their meetings.

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Ryan Hanrui Wang

@hanrui_w

4 years

Paper sharing "ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using RL" Idea: Given a DNN model&dataflow, using RL to search for a best hardware resources allocation strategy. 1. Why only target at spatial PE based arch?

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Ryan Hanrui Wang

@hanrui_w

5 years

@XiaoGu48775685 手动点赞

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 34 - Optimize Quantum Learning on Near-Term Noisy Quantum Computers - Zhirui Hu -

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Ryan Hanrui Wang

@hanrui_w

4 years

See that bottle? Probably the greenest I've ever had😆

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Ryan Hanrui Wang

@hanrui_w

2 years

Quantum Computer Systems 27 - Understanding Quantum Supremacy Conditions for Gaussian Boson Sampling with High Performance Computing - Minzhao Liu -

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Ryan Hanrui Wang

@hanrui_w

2 years

𝐐𝐮𝐚𝐧𝐭𝐮𝐦 𝐒𝐲𝐬𝐭𝐞𝐦 𝐋𝐞𝐜𝐭𝐮𝐫𝐞 𝐒𝐞𝐫𝐢𝐞𝐬 More info:

Quantum ML System - Quantum ML System

Overview We focus on the intersection of quantum computer systems and machine learning. We build better ML systems to optimize quantum computing problems and also use quantum computers to run ML...

qmlsys.mit.edu

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Ryan Hanrui Wang

@hanrui_w

18 days

@ying11231 I think one is 1956 Nobel Prize in Physics, to William Shockley, John Bardeen and Walter Brattain for discovery of the transistor effect; another is 2000 Nobel Prize in Physics, to Jack Kilby, Zhores Alferov and Herbert Kroemer, for inventing integrated circuits

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Ryan Hanrui Wang

@hanrui_w

1 year

Quantum Computer Systems 44 - Quantum-Inspired Optimization for Real-World Trading by Icosa powered by qBraid - Ricky Young & Mert Esencan -