Important notice: My previous X account (@tingdang513 ) was compromised and I no longer have access to it.
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This is now my official account: @dang_sally.
Please do not interact with the old one. Thanks
Proud to see Flower Hub launch today!
A hub for publishing, discovering, and running federated AI apps across environments — making decentralized AI easier to build, share, and deploy.
A big step toward a true Collaborative AI ecosystem.
🚀 New Paper Alert: FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of LLMs — from @flwrlabs
We're thrilled to introduce FlowerTune, the first benchmark that evaluates federated fine-tuning of 26+ LLMs across 4 domains: NLP, Finance, Medical, & Code.
🚀 New Flower Research Paper Alert
"FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models" is out now!
This work introduces the FlowerTune LLM Leaderboard -- the first benchmarking suite for federated fine-tuning of LLMs across four key domains: general NLP, finance, medical, and coding. With contributions from 20+ authors and evaluation of 26 pre-trained LLMs, it provides the most comprehensive comparison to date in federated settings.
Built with an open-source, community-driven approach, this paper lays the groundwork for privacy-preserving, domain-specialized LLMs.
📄 Find the link to read the paper in the thread below.
🙏 Huge thanks to all the authors for their incredible collaboration!
Contributing Authors: @yangao381, Massimo Roberto Scamarcia, @jafermarq, @mnaseri2770, @chongshenng, @dstripelis_, @TomLeeeeee, Tao Shen, Jiamu Bai, Daoyuan Chen, Zikai Zhang, Rui Hu, InSeo Song, @keylee7632, @HongJia_1, @tingdang513, @wjydd666, Zheyuan Liu, @daniel_janes, Lingjuan Lyu, @niclane7
Contributing Organizations: @flwrlabs, @Cambridge_Uni, @Entrust_Corp, @ZJU_China, @penn_state, @AliResearch1, @unevadareno, Gachon University, @UniMelb, @UniofAdelaide, @Sony
📢Excited to announce the Call for Papers for the 8th WellComp workshop, held in conjunction with #UbiComp2025 in Espoo, Finland! 📷 CFP: https://t.co/CNGYZQwciV 📷🏆
I’m hiring! #CHI2025@sigchi
If you are a student at #CHI2025 this year, looking to pursue a PhD on the future of Spatial and Collaborative Computing, please come talk to me. ☕️
Read more about my research & vision here: https://t.co/XjP6KH1sW6
We successfully hosted the 1st #EIFCom workshop on Day 1 of #MobiCom! We were honored to feature our amazing keynote speaker, Carlee Joe-Wong, and two fantastic paper sessions. Congrats to the team from CityU HK for winning the best paper and Unimelb for best presentation award!
🚀Excited to announce our amazing keynote speaker, Carlee Joe-Wong, for our #EIFCom workshop, co-located with #Mobicom2024! She will be sharing her team's exciting work on foundation models for distributed learning.
Time: Nov 18 (2pm, New York Room) https://t.co/wPscOpopvy
We have opened an Assistant/Associate Professorship in Wearable Computing @Cambridge_CL@Cambridge_Uni Please share widely and/or apply!
https://t.co/XvNglqo3O6 Deadline 24 November 2024.
[EIFCom @ MobiCom24] @ACMMobiCom
☀ Update: We've extended the EIFCom workshop paper submission deadline to September 3 (20 days left)!
📷 We welcome submissions that use foundation models to analyze mobile data!
Website: https://t.co/vzdMzWdegY
I'm hiring: RA/ Research Fellow in Multimodal Learning to work on continual learning for multimodal tasks and queries. Do you have PhD in computer vision, experience with LLMs / VLMs, and preferably CL? Pls apply https://t.co/F9iyQRs1Id
#postdocjobs@UNSWCOMPUTING@unsw_ai
Check out our recent paper on using LLMs to predict affective states via smartphone sensor features. Tianyi Zhang, Songyan Teng, Hong Jia, Simon D'Alfonso
The 1st International Workshop on Mobile Computing with Efficient and Interactive Foundation Models (EIFCom) will be co-located with MobiCom 2024 in Washington, D.C., USA. We encourage you to submit your recent work and to help spread the word.
Website: https://t.co/orw9loBobr
#OzCHI2024, Australasia’s conference on human-computer interaction #HCI, will be in #Brisbane this year by the scenic #UQ lake. For details see https://t.co/F3lOMFpNFk
The deadline for #mentalhealth@ubicomp workshop paper submissions is coming up in ~2 weeks on June 7th! Details to submit: https://t.co/cvIdFPtF6A
Also, as we get into the weeds of planning the workshop, would love to hear your ideas for speakers, activities, etc. DM!
Our GenAI group at @Samsung AI in Cambridge, UK has open positions for ML Engineers. Check out more info and application details: https://t.co/s3Hcza7zLB
Join us!