Chenghao Liu @ChenghaoLiu15
Salesforce AI Researcher Singapore Joined February 2022-
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Ranking #1 on GIFTEval, time series foundational model Moirai 2.0 delivers 16% better accuracy, 44% faster inference, 96% smaller model size. Dig into the team's technical thread👇
Ranking #1 on GIFTEval, time series foundational model Moirai 2.0 delivers 16% better accuracy, 44% faster inference, 96% smaller model size. Dig into the team's technical thread👇
🚀 We are happy to organize the BERT²S workshop @NeurIPSConf 2025 on Recent Advances in Time Series Foundation Models. 🌐 berts-workshop.github.io 📜Submit by August 22 🎓Speakers and panelists: @ChenghaoLiu15 Mingsheng Long @zoe_piran @danielle_maddix @atalwalkar @qingsongedu
⏳ Time-series forecasting is essential for data-driven decision-making — yet it’s still a missing piece in AGI. 🚀 Meet Moirai 2.0 — our latest time-series foundation model, now back on top of the GIFT-Eval leaderboard. ⚡ Faster, 🎯 more accurate, and packed with upgrades. 📖…
(1/4) Foundation models are revolutionizing time series analysis—but their success depends on large, diverse, high-quality datasets, which poses a major challenge. Enter synthetic data, reshaping Time Series Foundation Models (TSFMs) & Time Series LLMs (TSLLMs). Our survey…
Welcome to explore our KDD2024 paper, "Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift", on Tuesday, August 27 11:00-13:00, at session "Time Series I", Room 121. ArXiv: lnkd.in/g99Zvc-y Github: lnkd.in/gwh9Wu54
It is very important to reduce KV cache memory consumption during long context inference. We introduce ThinK, a method that exploits substantial redundancy across the channel dimension of the KV cache. Our findings reveal that even KV caches optimized by eviction methods, such…
Thrilled to be attending ICML 2024 in Vienna! Excited to reconnect with old friends and make new connections. We will be giving an oral presentation on Moirai. Reach out if you're interested in discussing time-series foundation models.
Thrilled to be attending ICML 2024 in Vienna! Excited to reconnect with old friends and make new connections. We will be giving an oral presentation on Moirai. Reach out if you're interested in discussing time-series foundation models.
Future-proof your predictions: Morai 1.1, our time-series foundation model for forecasting, achieves ~20% improvement in NMAE for low-frequency data. #TimeSeries #AIForecasting ⏲️ Code on Github: bit.ly/4d0810W ⏲️ Model on HugginFace: bit.ly/4d081hs ⏲️ Paper:…
Happy to share our work has been accepted by ICML24. See you in Vienna!
Happy to share our work has been accepted by ICML24. See you in Vienna!
🚀 Exciting Update: Moirai is now open source! 🚀 Foundation models for time series forecasting are gaining momentum! If you’ve been eagerly awaiting the release of Moirai since our paper (Unified Training of Universal Time Series Forecasting Transformers…
🔍 Excited for our “Engineering Energizers” series! Meet Sravanthi Konduru, Lead Member at Salesforce Engineering, innovating with our Warden AIOps platform. Discover how her team's AI integration reshapes Salesforce's production! #AIOps Read here 👇 sforce.co/49fbGFS
Congratulations on the exciting announcement!
Excited to unveil 🚀MOIRAI🚀 - our time series foundation model designed for universal forecasting, and 🚀LOTSA🚀, a largest collection of time series datasets with 27B observations.
Excited to unveil 🚀MOIRAI🚀 - our time series foundation model designed for universal forecasting, and 🚀LOTSA🚀, a largest collection of time series datasets with 27B observations.
📢Introducing🔥#PyRCA🔥, an open-source Python ML Library for Root Cause Analysis (RCA) as a holistic framework to uncover complex time-series causal dependencies & automatically locate root causes in AIOps. Code: github.com/salesforce/PyR… Paper: arxiv.org/abs/2306.11417 (1/n)
Erperqen @Erperqen066922
1 Followers 234 Following
Qoiporp @Qoiporp5152625
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Mermir @Mermir0332685
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Eyal Biebar @EBiebar
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Li Junnan @LiJunnan0409
3K Followers 516 Following Research Director @Salesforce | Prev: Co-founder of @rhymes_ai_ | Aria and BLIP series
Bo Pang @bo_pang0
121 Followers 273 Following Representation Learning, Generative Modeling and NLP. Research Scientist @SFResearch. Ph.D. from @UCLA.
Arjun Ashok @arjunashok37
711 Followers 943 Following Researcher in Time Series Forecasting @ServiceNowRSRCH, PhD Student @Mila_Quebec. Carnatic musician.
Taha Aksu @Tahaksu1
220 Followers 513 Following AI Research @SFResearch PhD @NUSComputing Former Scientist Intern @AmazonScience
Mouxiang Chen @MouxiangC
10 Followers 10 Following Ph.D. student @ZJU_China | LLM | code generation | time series | unbiased ranking & recommendation
Wenpeng_Yin @Wenpeng_Yin
1K Followers 3K Following Assistant Professor at Penn State, State College Department of Computer Science and Engineering
Tong Niu @mrnt0810
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Pedro @pedro_mmb
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みつのけい @mitsunokei51232
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Manpreet Singh @ms_ghotratweet
405 Followers 820 Following Senior Director of Software Engineering & AIOps at Salesforce #AI #DeepLearning #MachineLearning #Scale #Code #Dad
Huan Wang @huan__wang
2K Followers 2K Following Director @ Salesforce Research. Research Interest: Large Language Model, Action Agent, Reinforcement Learning, Time Series Analytics, Learning Theory.
coprophet @coprophet_com
35 Followers 788 Following Hackathon itinérant boosté à l'I.A. pour prédire le commerce de proximité et le tourisme (selon météo, calendrier, vacances, événements ...) #éducation #IA
Tales @Tales_RC
4 Followers 127 Following
Valeriy M., PhD, MBA,... @predict_addict
35K Followers 5K Following Experienced Data Science Leader | PhD in Machine Learning | 4x Author | Black Belt 🥋 in Time Series | Chief Conformal Prediction Promoter| Mathematician |
Mojtaba Vàlipour @ValipourMojtaba
376 Followers 3K Following PhD in CS from @UWaterloo, Founding Engineer at https://t.co/YGMoEZfDQD, prev enjoyed my time at @oraclelabs, Noah’s Arc Lab, Data Analytics Lab & @CVC_UAB
Eva Louise Marie Gabr... @e681554349
11 Followers 7K Following
Adhil Parammel @adhil_parammel
109 Followers 3K Following littile bit of everything🥰|| Archetype : Explorer⚡|| Ultra curious about future technologies ||
Matthieu Thiboust @mthiboust
1K Followers 2K Following AI & Neuroscience enthusiast. Author of the free ebook 🧠+🤖 "Insights from the brain: the road towards Machine Intelligence" (2020).
川白劳 @chwhlab
86 Followers 296 Following
Ian Spektor @ianspektor
147 Followers 103 Following ML and stuff. CTO @ Puppeteer AI. Co-Founder @ Buen Provecho.
Juncheng Liu @JunchengLiu3
70 Followers 254 Following Research Scientist @SFResearch | Prev: PhD in CS at @NUSComputing, Intern @Amazon
Ian Unsworth @Ianu82
97 Followers 4K Following Start-ups, TV and Sports. I like other cool stuff too, honest!
Jordan Hamel 🦇🔊 @jordanjhamel
2K Followers 7K Following engineering @vouch_group | alum. @stripe @azure @amgen @newegg | “In God we trust; all others must bring data.”- Deming | dadOps 2x | views my own | 还没赢
Ved @vedthedataguy
410 Followers 4K Following Built ML products for 350M active users @paytm @dream11 AI/ML systems, investing, staunch advocate for engineering in data science formrly failed @interviewj
Hanze Dong @hendrydong
501 Followers 469 Following Research Scientist @MSFTResearch. Previously @SFResearch
Jorgan Strathman @strathman
163 Followers 214 Following American-made, Irish-dwelling, amateur ultra runner. From 9-5 I'm a Project Manager & Salesforce Certified Instructor for @bluewavegroup
Wenpeng_Yin @Wenpeng_Yin
1K Followers 3K Following Assistant Professor at Penn State, State College Department of Computer Science and Engineering
Tong Niu @mrnt0810
160 Followers 183 Following Research Scientist at Salesforce AI (views expressed are my own rather than those of the company)
Henry Hung Le @LHung1610
154 Followers 110 Following Research Scientist @SFResearch. Ph.D. in CS @sgSMU. @astar_research scholar. Former research intern @facebookai.
elvis @omarsar0
263K Followers 670 Following Building with AI agents @dair_ai • Prev: Meta AI, Galactica LLM, Elastic, PaperswithCode, PhD • I share insights on how to build with AI Agents ↓
Bo Pang @bo_pang0
121 Followers 273 Following Representation Learning, Generative Modeling and NLP. Research Scientist @SFResearch. Ph.D. from @UCLA.
Valeriy M., PhD, MBA,... @predict_addict
35K Followers 5K Following Experienced Data Science Leader | PhD in Machine Learning | 4x Author | Black Belt 🥋 in Time Series | Chief Conformal Prediction Promoter| Mathematician |
Manpreet Singh @ms_ghotratweet
405 Followers 820 Following Senior Director of Software Engineering & AIOps at Salesforce #AI #DeepLearning #MachineLearning #Scale #Code #Dad
AK @_akhaliq
425K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5YmrQ
Abdul Fatir @solitarypenman
568 Followers 234 Following Sr. Applied Scientist @awscloud • ML PhD @NUSingapore • prev: @iitroorkee, @gsoc ✨ Generative Models ✨ 📈 Time Series Forecasting 📈
Philippe Laban @PhilippeLaban
1K Followers 692 Following Research Scientist @MSFTResearch. NLP/HCI Research.
Shelby Heinecke @shelbyh_ai
513 Followers 837 Following Leading innovation in agentic, efficient, and on-device AI. ML Theory PhD @thisisUIC, Math BS @MIT Let's build the future! 🙌🏽 🚀
Huan Wang @huan__wang
2K Followers 2K Following Director @ Salesforce Research. Research Interest: Large Language Model, Action Agent, Reinforcement Learning, Time Series Analytics, Learning Theory.
Nick Q. Cheng @DrQianCheng
39 Followers 76 Following AI Algorithm Engineer at Bytedance, ex-AWS, Microsoft, Salesforce AI Research
Juncheng Liu @JunchengLiu3
70 Followers 254 Following Research Scientist @SFResearch | Prev: PhD in CS at @NUSComputing, Intern @Amazon
Jiaxian Guo @jiaxianguo07
344 Followers 793 Following Research Scientist @ Google Research 🇦🇺| Ex Research Intern @ Salesforce Research Asia. Working on efficient and elastic foundation models, e.g., Gemini ♊️
Yu Bai @yubai01
6K Followers 2K Following Research @OpenAI. Trained models for GPT5 Thinking / Mini; Contributor to gpt-oss, o3-mini, o1. Previously @SFResearch, PhD @Stanford.
azul (she/her) @azulgarza_
967 Followers 827 Following hablemos más de amar. ejerzo mi derecho a la ternura. deep Learning for time series forecasting. 🇲🇽🏳️⚧️.
Arjun Ashok @arjunashok37
711 Followers 943 Following Researcher in Time Series Forecasting @ServiceNowRSRCH, PhD Student @Mila_Quebec. Carnatic musician.
Dongxu Li @DongxuLi_
529 Followers 509 Following
Hanze Dong @hendrydong
501 Followers 469 Following Research Scientist @MSFTResearch. Previously @SFResearch
Yi Tay @YiTayML
46K Followers 81 Following research scientist @googledeepmind ✨♊, model co-lead/captain of gemini deepthink imo gold medal 🥇, opinions are my own.
Qingsong Wen, PhD, He... @qingsongedu
278 Followers 158 Following Head of AI & Chief Scientist @ Squirrel AI | AI for Time Series, AI for Education, GenAI, LLM
Li Junnan @LiJunnan0409
3K Followers 516 Following Research Director @Salesforce | Prev: Co-founder of @rhymes_ai_ | Aria and BLIP series
Salesforce AI Researc... @SFResearch
17K Followers 359 Following We advance state-of-the-art #AI techniques paving the path for innovative products at @Salesforce. Focus areas: #AIAgents, #EnterpriseAI, #EGI, and #TrustedAI.
Akhilesh Gotmare @AkhileshGotmare
233 Followers 1K Following Sr Research Staff @Salesforce AI | Prev: ML MSc @EPFL, Intern at Metamind, UG @IITGN
Shafiq Joty @JotyShafiq
961 Followers 439 Following Sr. Research Director@Salesforce AI, Assoc. Prof@NTU (on leave) Project lead of SFR-RAG, SFR-Judge, XGen
Caiming Xiong @CaimingXiong
7K Followers 465 Following SVP, AI Research Lead at @Salesforce | ex-MetaMind (Opinions are personal.)
Steven Hoi @stevenhoi
4K Followers 460 Following VP@Alibaba Professor at SMU (on leave). Founder & Ex-CEO@HyperGAI. Ex-MD of Salesforce Research Asia, Ex-VP@Salesforce AI; Ex-AP at NTU; IEEE Fellow.
Elon Musk @elonmusk
225.4M Followers 1K FollowingTrends for United States
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