HERCOLELab

Human-Explainable, Robust, and COllaborative LEarning Lab @ Sapienza University of Rome

[HERCOLELab @HercoleLab]

🚨 Exciting News! 🚨
Our paper titled "Natural Language Counterfactual Explanations for Graphs Using Large Language Models" has been accepted at #AISTATS2025.
Authors: #FlavioGiorgi, @caesar_one_, @fabreetseo, and
@gtolomei
arXiv preprint: https://t.co/D3GMmEpOts

[HERCOLELab @HercoleLab]

🚨 Exciting News! 🚨 @edogab_acc - one our brilliant PhD students - will be presenting our secure Federated Learning framework, #FLANDERS, at the #FlowerMonthly hosted by @flwrlabs! 🌼
🗓️ Today at 6:00 p.m.
🔗 Don't miss it: https://t.co/ryKhND72yX
#FederatedLearning #Robust #AI

[HERCOLELab @HercoleLab]

Great news!

The leading open-source #FederatedLearning framework @flwrlabs is now integrating our robust aggregation filtering technique, #FLANDERS (https://t.co/zu0MNGIA0p).

Huge achievement by @edogab_acc from our lab! Special thanks to @jafermarq from #Flower.

[RSTLess group @RSTLessGroup]

🎉Congrats to @jmp2esp for having his Master's thesis accepted at the @NG_AI_Safety workshop!
📎∇τ: Gradient-based and Task-Agnostic machine Unlearning https://t.co/Z1jXEhzbFL

Joint work with researchers from @RSTLessGroup @caesar_one_ @mariasofiabuc @fabreetseo @gtolomei

[HERCOLELab @HercoleLab]

https://t.co/E4mF3PVLIm
Not the video quality we were aiming for, but still, please watch this out to boost the view count of the promotional video for our #KDD2024 paper.
@fabreetseo, @andreabe99 Let's go for a gazillion views!

[HERCOLELab @HercoleLab]

Please check out the preprint on arXiv: https://t.co/QevKHuVnGt

[HERCOLELab @HercoleLab]

+++Great News!+++
Our paper titled "Evading Community Detection via Counterfactual Neighborhood Search" has been accepted at #KDD2024 (Research Track).
Stay tuned for more info and the preprint version of this amazing work by @andreabe99 @fabreetseo and @gtolomei

[HERCOLELab @HercoleLab]

+++Ph.D. in Data Science at Sapienza: 2023-24 Call for Applications+++
Want to pursue a research career in Data Science at one of the most prestigious European Universities?
Check out the call: https://t.co/WVNl5dyFev
Application deadline: June 22, at 2 p.m. CEST

[flirtsigir @flirtsigir]

Please, check out the updated CfP at https://t.co/Fq8y2lq3jp
To submit your work, use the following link: https://t.co/HnYD3u1uXx
@SIGIRConf #workshop #federatedlearning #FL #informationretrieval #IR

[flirtsigir @flirtsigir]

+++Submission Deadline Extension+++
Full papers due: A̶p̶r̶i̶l̶ ̶2̶5̶,̶ ̶2̶0̶2̶3̶ -> May 8, 2023 (AoE)
@SIGIRConf #workshop #federatedlearning #FL #informationretrieval #IR

[flirtsigir @flirtsigir]

Your @sigir2023 full/short paper did not get in? Then you should flirt with the idea of submitting to FLIRT, the #1 workshop on Federated Learning for Information ReTrieval! details at: https://t.co/6PI3bXueMu

[flirtsigir @flirtsigir]

The website of the FLIRT 2023 workshop is online: https://t.co/wWuK7mKUJD
This is still a work in progress, so please stay tuned! @SIGIRConf #workshops

[HERCOLELab @HercoleLab]

Check the preprint of the paper if interested: https://t.co/BRVMJDZOqx
@gtolomei @fabreetseo
#CIKM2022 #XAI

[HERCOLELab @HercoleLab]

Great news! Our paper entitled "ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models" has been accepted at @cikm2022
Amazing joint work by @gtolomei, @fabreetseo, #ZihengChen #JiaWang, #HeZhu, and #HongshikAhn
#CIKM2022 #XAI

[HERCOLELab @HercoleLab]

Ever wonder why your favorite e-commerce website suggests buying that item?
Our paper "GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations" tries to answer that!
Accepted at #XKDD22 (preprint:https://t.co/Mn79XP5SXL)
@gtolomei @fabreetseo et al.

[HERCOLELab @HercoleLab]

The 1st Workshop on Federated Learning for Private Web Search and Data Mining (FL4P-WSDM) will be hosted at ACM WSDM 2022.
For more information, please visit the workshop website: https://t.co/i6dFc8QiFb

[HERCOLELab @HercoleLab]

The Human-Explainable, Robust, and COllaborative LEarning Lab @ Sapienza University of Rome was officially launched on August 26, 2021!
There's still a lot to be done (including finalizing our logo and website) but we'll surely get there!
Please, stay tuned and spread the word!