'YZ' Yezhou Yang (杨叶舟)
@prof_yz
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#ProfYZ @APGASU RTesearching @SCAI_ASU Co-founder PhD @umdcs BE @ZJU_China Promoting #UBAA #ARA #ARFAL @ 奇共赏 疑与析 🤠
Phoenix, AZ
Joined February 2018
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Do you smell (yet another) deep neural network revolution?... 🤠
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[If I emailed a Professor about PhD positions, and they have yet to reply, does it mean my CV needs to be stronger?]
Okay, the short answer is No, especially when you emailed a Professor in the U.S.
1/n
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An author submitted 35 papers to ICLR?
I hope he/she did 35 reviews at least...
Otherwise it is not sustainable...
In case some of you were (like me) curious about this stat for AI conferences: here it is for ICLR2024
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I feel that
@NeurIPSConf
deadline is relatively unfriendly to academia submitters...
1) it collides with finals week for many students and faculties...
2) it collides with students starting/transitioning to summer internships...
3) or students traveling home for summer break...
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Finally done with all in-person meetings/conferences commitments and also done with all the zoom meetings... Made the trip to the lab, thinking to finally enjoy research discussion with PhDs...and no one is here...
Well... the most puzzling moment of a University Prof. 🤠...
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I still believe the vast majority of researchers in
#ML
/
#AI
communities are honest, trustworthy, hard-working, and scholarly.
Please❤️ it if you share the same.
The least we can do is to show the younger generations that fair competition still matters. Otherwise, we are doomed.
machine learning researchers learn to optimise their own best paper rate through collusion and other unregulated mechanisms
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Waiting at
@arizonapbs
studio for an in-person interview with Ted Simons on the AZ PBS Horizon program.
Supposed to talk about our situation awareness research for
#autonomousdriving
on AZ public roads.
Well well, let's see how it goes...
Airtime 5pm today on AZ PBS.
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#ASU
ers, this Spring, we are excited to announce a seminar series on frontier topics in
#CV
and
#NLP
(3:30pm PST, 4:30pm AZ, 6:30pm EST). The first five confirmed speakers🙏are:
Jan18:
@Zhou_Yu_AI
Jan27: Fuxin Li (OSU)
Feb3:
@bluevincent
Feb10:
@xiaolonw
Feb15:
@abhshkdz
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Truly appreciate the insightful and constructive suggestions from
@NSF
Robust Intelligence
#CV
panelists. Excited to launch a new project with
@cbaral
at
@SCAI_ASU
!
Many ideas were brewed with our talented PhDs
@trgokhale
@Ju55Pratyay
, Shailaja Sampat 🙏
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Serving as the coach of a 5-7 yo team for Suns Jr. Spring 2023 league, training/meeting every wed evening and league games every Sat mornings....
😅
Okay, one more title unlocked... Coach YZ...
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00000001 epoch, 00000001 batch, train error: NaN, val error: NaN
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#Bye2020
and hi a friends-making Spring! We will kick-
#Start2021
with a remote talk tour, at
@ApgAsu
friends' groups/centers/institutes (🙏every host), to seek suggestions, critics, and collaboration opportunities, and to calibrate
#ASU
APG's next 5-year plan. Jan talks are: 1/n
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3 V&L Long Papers accepted at
#emnlp2020
(Two Accept and one Accept-Findings). My last memory with EMNLP traces all the way back to 2011, with the image captioning work (with Ching-Lik,
@haldaume3
, and Yiannis) It gets cited ~350 times over last 9 yrs.
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Introducing eTraM: Event-based processing for
#intelligenttransportation
with low-light capable and ultra-high frequency situation awareness.
[
#CVPR2024
] eTraM: Event-based Traffic Monitoring Dataset
Preprint:
Code and data:
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Every single Ph.D. student struggles, in one way or the other, and no matter how successful he or she appears to be (lots of publications, etc. etc.)
You are not alone.
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@ApgAsu
er
@ChanghoonKim3
met
@_akhaliq
in person today at
@icmlconf
.
Well, my belief that he is a bot lowers significantly...
Thanks
@_akhaliq
for featuring our WOUAF work!
WOUAF:Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models
paper page:
demo:
The rapid advancement of generative models, facilitating the creation of hyper-realistic images from textual
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Congratulations
@ApgAsu
@ChanghoonKim3
🥷 's GAN-ATTRIBUTION accepted to
@iclr_conf
!
arXiv abs:
arXiv pdf:
More importantly, after 3 yrs of collaborating on this, our daughters (Nao and Max Ren's Nuan) become really good friends!
Thank
@kornia_foss
for posting our work and the nice punchline:) We found eye areas are good to inject differentiable keys.
A new version with more interesting experiments can be found at (with
@ChanghoonKim3
and Max Ren)
Codes will be updated here.
#AI
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Truly thank the recognition from the VDU workshop committee
@CVPR
MARIO domain set and analysis is a truly cute idea, you can check out the paper here:
Congratulations to all the teammates
@FPSLuozi
Josh,
@trgokhale
@cbaral
and our FURI UG Kuan-cheng Lee
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Thanks to all who paid our
@icmlconf
poster a visit.
Almost two hours non-stop explaining secure
#GenerativeAI
and our take, so
@ChanghoonKim3
and I both decided to have high energy food for lunch afterwards.
[Call for meet and chat] Together with
@ApgAsu
er
@ChanghoonKim3
, we will present Generative models attribution using latent fingerprints this Wed 11am at Int'l Conference on Machine Learning 23
@icmlconf
2023.
#secureAI
; secure
#GeneratieveAI
and
#AIregulatesAI
#icml2023
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ASU APG
@ApgAsu
and ARGOS project team at today's "
@ASU
Day at the Capitol" to share our work from
@ASUEngineering
and Institute of Automated Mobility,
@azcommerce
, with live demos.
Pleasure seeing our President
@michaelcrow
visiting the booth! Forks Up!
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I am super happy for
@ApgAsu
Ph.D. Joshua Feinglass (). His first paper "SMURF" got accepted to
#ACL2021NLP
main conference 🙂
J. Feinglass and Y. Yang: SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis.
MTC
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Having a remote PhD defense committee grilling the candidate could be of another (visually) challenging level!
Congratulations Dr.
@trgokhale
and 🙏
@asurobot
@RUSH1L
@cbaral
committee members!
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Almost a full room of audiences + ~20 zoom attendees, what a great proposal performance 👍! Congratulations to our fellow
@ApgAsu
er
@trgokhale
becoming a PhD candidate from 430pm PST today.
Special thanks go to his PhD co-chair
@cbaral
and committee
@asurobot
and
@RUSH1L
🙏
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#CVPR2024
deadline party back then, the night when all the submissions minted.
Feeling blessed being able to work with these beautiful and positive souls in such a sunny city Phoenix. They will all go places! 🤠
An early happy
#ECCV
deadline week and we will throw another one!
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#papers
@wacv_official
2024, papers from ASU ranked 5th. Congratulations to every fellow ASU author and colleague!
Also, with
@ApgAsu
second Master thesis student Anshul Rai, he is innovating AR/VR with cool immersive tech at Dobly Lab.
And, WACV 2025 will be at Tucson AZ!
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Ducks: did we lose?
Me: yes, we did;
Ducks:🥹🥲😭
Me: well, now you guys can have a snack break and we will discuss the game.
Ducks:😃😄😋
Me: 🤯
💡 I guess we just forgot how well we can handle failures/rejections when we were kids... 😑
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Had a wonderful/educational dinner with
@ASUEngineering
Dean's Distinguished lecture invitee Prof.
@JiaweiHan
, and SCAI colleagues Prof. Stephen Sik-Sang Yau and Prof. Larry Guoliang Xue, and Prof.
@ChaoweiX
.
Learned a lot from the first-generation Chinese scholars in the US. 🙏
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@ProfFeynman
Meanwhile,
@Twitter
AI deems this twit not English and needs translation... to itself...
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Great experience visiting
#Atlanta
, talking at
#CoRL
workshop and meeting friends at
#GaTech
, after 10 years (last time was
#humanoid
2013).
@Yezhou_Yang
presented his work on "(Compositional and Robust) visual concept grounding for Lifelong (robot) learning" in the Workshop on Bridging the Gap between Cognitive Science and Robot Learning in the Real World: Progresses and New Directions
#CoRL23
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Didn't expect even more graduate students will register my Perception in Robotics course... after I made it clear in the first week that we teach camera geometry, calibration, structure from motion, and SLAM, but not (or just a little bit)
#DeepLearning
... 😅
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ASU folks (part of)
@wacv_official
Forks up!
#papers
@wacv_official
2024, papers from ASU ranked 5th. Congratulations to every fellow ASU author and colleague!
Also, with
@ApgAsu
second Master thesis student Anshul Rai, he is innovating AR/VR with cool immersive tech at Dobly Lab.
And, WACV 2025 will be at Tucson AZ!
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Delivered an
#AI
talk at a private movie theater and a showroom... What an experience!
All the designers have many questions w.r.t. AI, and lots of user side insights from a totally different perspectives 🤠
#BAA
First time being a
#HappyHour
guest... and talking about "
#AI
" (what a minimalist title design...) to a group of luxury home interior designers tomorrow at 4pm in
#Scottsdale
AZ...
Wish me good luck... 🤠
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@trgokhale
3 papers (ECCV,
#emnlp2020
, and
#aaai2021
) in a row, man, you are on fire! Awesome collaboration exp. with LLNL friends, super professional! TLDR: a novel adv. training approach maximizing a classifier's exposure to attributes-space in a min-max optimization fashion.
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Nao is proud of her earned "degree", a mere 10 weeks online course. Now Nao insists to wear her "degree" all around.
#Education
is about
#Recognition
, a fundamental driven force for advancing
#humanity
.
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My appointment was 4pm.
I asked one of the volunteers how long they've been standing there under the scorching Phoenix sun, she said: from 11am.
#Respect
and with
#gratitude
🙏
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Congratulations to
@Ju55Pratyay
@trgokhale
and
@Jacob292020
for
#ICCV2021
acceptances!
Appreciate all the reviewers' input to
@ApgAsu
submissions (whether they made it or not).
I would go if organizers of
#ICCV2021
decide to do a partial in-person meeting in
#Montreal
.
You?
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Congratulations to Dr. Xin Ye ()!
One critical sub-goal achieved, more challenging ones to tackle (while updating the Goal Relational Graph)!
from
@Yezhou_Yang
@ApgAsu
with her thesis committee (
@TedPavlic
,
@sidsrivast
, Deliang Fan, and Max Yi Ren). 🙏👏
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Today 4:30pm MST (6:30pm EST, 3:30pm PST) we will host
@abhshkdz
Dr. Abhishek Das (Facebook AI Research
@facebookai
) on "Building Agents that can See, Talk, and Act" as part of our "
#ASU
Frontier Topics in Vision and Language" seminar series.
#ASU
ers, this Spring, we are excited to announce a seminar series on frontier topics in
#CV
and
#NLP
(3:30pm PST, 4:30pm AZ, 6:30pm EST). The first five confirmed speakers🙏are:
Jan18:
@Zhou_Yu_AI
Jan27: Fuxin Li (OSU)
Feb3:
@bluevincent
Feb10:
@xiaolonw
Feb15:
@abhshkdz
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The moment when graduated PhDs/Masters start to post intern/full-time openings back to our research group slack channels.
Research Group PI (holding back tears): the model finally closed the loop, and the flywheel finally started to rotate... 🥹🙏
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Fried two perfect sunny side up eggs without gas and/or electricity, solely using
#GreenEnergy
: the
#PhoenixSuns
....
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In this dramatically changing era of
#AI
, articulating arguments risks being reversed (or so-called "unpopular") on the second day...but, still worth a try.
🙏Adriana Kovashka for the talk invite, and I look forward to interacting with folks
@PittCompSci
.
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[📢Do you know] the TWO Million bounding boxes in our 👇eTraM dataset is manually curated by a team of 50+ people and many attended today's defense!
Congratulations Arpit and Aayush for defending each master thesis respectively today!
🙏
@Bharatesh05
@realhuawei
and Duo Lv!
Introducing eTraM: Event-based processing for
#intelligenttransportation
with low-light capable and ultra-high frequency situation awareness.
[
#CVPR2024
] eTraM: Event-based Traffic Monitoring Dataset
Preprint:
Code and data:
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My wife reminded me the
#CVPR2022
rebuttal deadline is right on lunar new year Eve.
Prepare with my family a proper new year Eve dinner, or work with co-authors on the rebuttal to the last minutes?
Anyhow, happy a new year of Tiger 🐯 :)
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Earlier in 2021, I sit down (well... through zoom) and had two hours chatting with Alan S. Brown () on
@ApgAsu
pursuit in secure AI.
It felt just like catching up with an old friend. We chat from
#AI
to life, to Sci-Fi novels, and arts (he is a novelist).
.
@Yezhou_Yang
, the head the Active Perception Group at
@SCAI_ASU
, is on a mission, with the assistance of an
#AmazonResearchAward
, to foil hackers who target autonomous systems. He says counterfactual reasoning may be the solution.
#ComputerVision
#AI
#ML
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The moment realizing I am learning from our students more than the stuff I taught them,
while listening to their talks.
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@jbhuang0604
Indeed, that's the true spirit of peer-review! Solution-oriented and help-each-other.😃
Such kind of reviews are fairly rare, unfortunately, nowadays :(
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Congratulations to
@ApgAsu
Xin Ye ()! Two acceptances (morning
@ieee_ras_icra
2021, evening
@CVPR
2021) in one day! More to update on our GRG work later...
Title: Hierarchical and Partially Observable Goal-driven Policy Learning with Goals Relational Graph
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Been serving as an Associate Editor for ICRA, IROS, etc. (PaperPlaza hosted ones) for six years, trust me, manually matching 3+ capable/credible reviewers for ~10 papers is not easy and fun, here are a few tips I would like to share with fellow AEs, after I did mine today. (1/n)
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Bump into ASU PhD alumni
@ssuty
just fly in from UK (graduated from
@TedPavlic
lab) downtown Philadelphia
@ieee_ras_icra
with my "Trust yourself anywhere" tshirt :)
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Adversarial learning
+ Bayesian CNNs = ⬆️single-source domain generalization tasks.
Joint work with Sheng Cheng,
@trgokhale
, and from
@ApgAsu
ArXiv:
To 📢
@ICCVConference
PS: I still think this paper could be with just three sentences... 🤠
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[
#AIjobs
#ComputerVision
Job Post] A stable Research Faculty position with potential ASU Spin-off ownership on the table?
@ApgAsu
and the AROGS Vision project is searching for a Fulton Entrepreneurial Research Faculty Fellow:
🙏retweet for wider reach.
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Huge congratulations go to the newly minted Dr. Kim
@ChanghoonKim3
from
@ApgAsu
!
Changhoon started from an Industrial Engineering MS/BS background and did a great
#AI
and secure
#GenAI
thesis.
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@jbhuang0604
Erdős published around 1,500 mathematical papers during his lifetime. That is ~40 papers per year for constant 40 years, meaning 8 days per paper.
Erdos: you are all doing slow science~
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Today
@SCAI_ASU
#META
#AI
learning alliance sponsored talk series we will host
@zhoubolei
.
Join us noonish at BYENG 510!
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New preprint:
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning
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I had an enlightening session discussing
#AI
and the joy of living (learning) with residents at Mirabella at ASU.
Great questions and engaging conversations from the audience! 🤠
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Woke up Saturday morning, log onto the
#NeurIPS2020
workshop gather town, and found a surprise surprise from
@Ju55Pratyay
and
@trgokhale
... Okay we are at the poster session talking about training
#VisualQuestionAnswering
models without QA annotations...
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Dr. Bharatesh Chakravarthi joined
@ApgAsu
@ASUEngineering
as a Fulton Entrepreneurial PostDoc Fellow! Welcome!
@SCAI_ASU
students, if you are into situation awareness, AR/VR, and human performance monitoring, he is based in BYENG 205 for meetings.
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#AI
PhD admission is very competitive nowadays...
I got this question a lot: Is it worth pursuing a course-taking (or even a 2nd) master's degree, and would it increase my chance of getting into a PhD program?
If pursuing PhD is your goal, I would suggest the following 👇
1/n
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To all my collaborators who have joint proposals under review... FYI.
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I thought it was final exam papers but turned out to be all the research papers a PhD had printed out and piled them up after he left for internship... and I assume
@patelmaitreya
has read them all? In one semester?
Bravo 👏 ! I am impressed 🤠
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Lack of spatial consistency impedes the adoption of image
#GenAI
in real-world critical tasks: spatial intelligence, medical imaging, healthcare, transportation, Robotics, civil engineering, tactics ...
With
@intel
labs,
@huggingface
,
@UMBC
,
@UW
folks, we attempted to fix it 👇
Getting that cat "next" to a suitcase seems to be always a problem for T2I diffusion models 🤷♂️
In our latest work, we investigate the problem of spatial consistency, improve upon it, and offer multiple insights into solving it with systematic re-captioning methods.
We make our
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@jbhuang0604
But the researchers and engineers who made all these models are trained from academia.
It is an ecosystem, each module has its role.
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🤝🤝🤝Had a productive
@CVPR
trip and would like to initiate/extend your community building efforts?
With Mathew Monfort, we are excited to coordinate workshops
@wacv_official
2024:
Workshop proposal deadline: August 8, 2023
Conference dates: Jan 3rd to
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[🆕📢
@wacv_official
]
Object proposals generation with higher typical performance scores 🟰 improved performance on downstream VL tasks❓
With Joshua Feinglass from
@ApgAsu
, we show the answer is NO: this is MISALIGNED...
URL
PDF
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@jbhuang0604
Now we need a new conference:
I-CE-EAA: International Conference on Everything Everywhere All At-once
Pronounced as: I See Ya~
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Welcome our new
#AI
#NLP
and
#DeepLearning
colleague
@eduardo_nlp
joining the School of
#Computing
and
#AI
@ASUEngineering
@ASU
!
I just started a new position as an Associate Professor at Arizona State University.
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Congratulations
@chiyao_huang
defended his Master thesis and also joining
@SCAI_ASU
as one of the inaugural Fulton PhD fellows.
Milk tea, egg tarts, and mocha cakes, he is raising the bar (which I don't encourage!)
🙏 his committees
@pturaga1
and Suren Jayasuriya.
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