Sumit Kumar (@sumitkk01010) 's Twitter Profile
Sumit Kumar

@sumitkk01010

Undergraduate research student @iiit_hyderabad @precogatiiith | Interested in Graph Machine Learning and Foundation Models (for Knowledge Graphs)

ID: 1778681349014253568

linkhttps://www.linkedin.com/in/sumitkk10/ calendar_today12-04-2024 07:07:46

17 Tweet

23 Followers

67 Following

Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

🧩 FORGE incorporates higher-order structures - which explicitly model group interactions. We show that explicitly adding these interactions in the input leads to substantial improvement in the accuracy of graph explainers.

🧩 FORGE incorporates higher-order structures - which explicitly model group interactions. We show that explicitly adding these interactions in the input leads to substantial improvement in the accuracy of graph explainers.
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

🌟 Attending IndoML Symposium, 2025 in Goa (Dec 21–23)? 🌴🌞 Meet Vamshi Krishna & Varshita, 2 Dual Degree students from Precog IIIT Hyderabad currently in their 9th semester! Vamshi's interest: Adversarial robustness and LLM evaluations; Varshita: Robustness and Representation learning!

🌟 Attending <a href="/indoml_sym/">IndoML Symposium, 2025</a> in Goa (Dec 21–23)? 🌴🌞 Meet <a href="/VictorKnox99/">Vamshi Krishna</a> &amp; Varshita, 2 Dual Degree students from Precog <a href="/iiit_hyderabad/">IIIT Hyderabad</a> currently in their 9th semester! Vamshi's interest: Adversarial robustness and LLM evaluations; Varshita: Robustness and Representation learning!
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

🚀 Applications Open! 🎉 Stage 1 registrations of India AI Olympiad (INAIO), live now! india.acm.org/education/inaio Looking forward to seeing some amazing participation. Thanks 🙏🏽🙏🏽 for spreading the word! #AIOlympiad #INAIO #ACMIndia #IKDD #VPGiri

🚀 Applications Open! 🎉 Stage 1 registrations of India AI Olympiad (INAIO), live now! india.acm.org/education/inaio Looking forward to seeing some amazing participation. Thanks 🙏🏽🙏🏽 for spreading the word! #AIOlympiad #INAIO #ACMIndia #IKDD #VPGiri
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

🎊🥳 #PrecogTurns14 🎉🥳 Introducing new avatar of our website 😱 1st revamp in 14 yrs 😱 Curious about what keeps us awake at night? precog.iiit.ac.in/projects/ Shoutout to Akshit for nudging. 🙏 Swarang Joshi Vamshi Krishna Sreeram Vennam & JP garu for helping. #PrecogsRock 🚀 #ProfGiri

🎊🥳 #PrecogTurns14 🎉🥳 Introducing new avatar of our website 😱 1st revamp in 14 yrs 😱 Curious about what keeps us awake at night? precog.iiit.ac.in/projects/ Shoutout to <a href="/akshitwt/">Akshit</a> for nudging. 🙏 <a href="/jswarang12/">Swarang Joshi</a> <a href="/VictorKnox99/">Vamshi Krishna</a> <a href="/vnnm404/">Sreeram Vennam</a> &amp; JP garu for helping.  #PrecogsRock 🚀 #ProfGiri
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

Interested in reading 📖 (open to all), discussing 🗣️🗣️ papers? 🚀 Thrilled to share our 📜 #paper reading schedule for #Spring 2025! Join the list to get online login details groups.google.com/g/readwithprec… Full schedule precog.iiit.ac.in/brainstorm/ #Brainstorm #ProfGiri

Interested in reading 📖 (open to all), discussing 🗣️🗣️ papers? 🚀 Thrilled to share our 📜 #paper reading schedule for #Spring 2025!
Join the list to get online login details groups.google.com/g/readwithprec…
Full schedule precog.iiit.ac.in/brainstorm/ #Brainstorm #ProfGiri
Sumit Kumar (@sumitkk01010) 's Twitter Profile Photo

The first research project of which I was part is out! Absolutely thrilled to have been part of this project. This has been such a huge learning experience! Unlearning memories ftw 🏁 Check out the thread below for more details.

Shiven Sinha (@shiven_sinha) 's Twitter Profile Photo

AI can generate correct-seeming hypotheses (and papers!). Brandolini's law states BS is harder to refute than generate. Can LMs falsify incorrect solutions? o3-mini (high) scores just 9% on our new benchmark REFUTE. Verification is not necessarily easier than generation 🧵

AI can generate correct-seeming hypotheses (and papers!). Brandolini's law states BS is harder to refute than generate. Can LMs falsify incorrect solutions? o3-mini (high) scores just 9% on our new benchmark REFUTE. Verification is not necessarily easier than generation 🧵
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

Interested in #AppliedML 🤖 #Graphs #AppliedNLP #Multimodality 🎭 #Interpretability 🔍 #Fairness & #Bias ⚖️ ? 🚀 Experience #Research in the Air & 💦 Water IIIT Hyderabad Our 👌🏽 students are showcasing exciting posters at 📍 H104 today & tomorrow. #OpenToAll #ProfGiri

Interested in #AppliedML 🤖 #Graphs #AppliedNLP #Multimodality 🎭 #Interpretability 🔍 #Fairness &amp; #Bias ⚖️ ? 

🚀 Experience #Research in the Air &amp; 💦 Water <a href="/iiit_hyderabad/">IIIT Hyderabad</a> Our 👌🏽 students are showcasing exciting posters at 📍 H104 today &amp; tomorrow. #OpenToAll #ProfGiri
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

🎉🎊📢 Can LMs not just generate solutions but also falsify incorrect ones? Falsification is key to reliable reasoning. Top models (o3-mini, R1) find counterexamples for <9% of wrong solutions in our new benchmark - REFUTE! Oral ICLR 2026 Self-Improving workshop (top 6!) 🧵👇

🎉🎊📢 Can LMs not just generate solutions but also falsify incorrect ones? Falsification is key to reliable reasoning. Top models (o3-mini, R1) find counterexamples for &lt;9% of wrong solutions in our new benchmark - REFUTE! Oral <a href="/iclr_conf/">ICLR 2026</a> Self-Improving  workshop (top 6!) 🧵👇
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

⚽️🏀 An action-packed #Telangana State Inter-Engineering College Tournament 2025 held IIIT Hyderabad. We had matches in #Basketball (Men & Women) & #Football (Men)! Congrats to all the winners & participants! 👌 organization by the PEC & Team. #SportsatIIITH #ProfGiri 🏅🏅

⚽️🏀 An action-packed #Telangana State Inter-Engineering College Tournament 2025 held <a href="/iiit_hyderabad/">IIIT Hyderabad</a>. We had matches in #Basketball (Men &amp; Women) &amp; #Football (Men)! Congrats to all the winners &amp; participants! 👌 organization by the PEC &amp; Team. #SportsatIIITH #ProfGiri 🏅🏅
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

Interested in #Interpretability #Explainability #Unlearning & more? Join 🧑🏽‍🏫 👨🏽‍🏫 CS7.405: Responsible & Safe AI Systems, course project (list 👇🏽) poster presentation at KRB Exhibition Hall, IIIT Hyderabad. #OpenToAll #ProfGiri 🙏🏽 #CFBR. Course materials: precogatiiit.notion.site/CS7-405-Spring…

Interested in #Interpretability #Explainability #Unlearning &amp; more? Join 🧑🏽‍🏫 👨🏽‍🏫 CS7.405: Responsible &amp; Safe AI Systems, course project (list 👇🏽) poster presentation at KRB Exhibition Hall, IIIT Hyderabad. #OpenToAll  #ProfGiri 🙏🏽 #CFBR. 

Course materials: precogatiiit.notion.site/CS7-405-Spring…
Ponnurangam Kumaraguru “PK” (@ponguru) 's Twitter Profile Photo

📢Tejasvi's #MSThesisDefense "Personal Narratives in Online Political Discussions" Thesis📜 precog.iiit.ac.in/pubs/tejasvi-2… Papers📜 (0) arxiv.org/pdf/2502.20463 (1) arxiv.org/pdf/2310.04331 🕐3:30PM IST, 19th May 🗾 Flyer #OpenToAll anybody can attend the #Defense #ProfGiri

📢Tejasvi's #MSThesisDefense "Personal Narratives in Online Political Discussions" 

Thesis📜 precog.iiit.ac.in/pubs/tejasvi-2… 

Papers📜 
(0) arxiv.org/pdf/2502.20463 
(1) arxiv.org/pdf/2310.04331

🕐3:30PM IST, 19th May 

🗾 Flyer 

#OpenToAll anybody can attend the #Defense  

#ProfGiri
Sumit Kumar (@sumitkk01010) 's Twitter Profile Photo

SEMMA is now accepted at #EMNLP2025 Main! We worked very hard on this paper, and I had a great time collaborating with Arvindh Arun Bo Xiong mojtaba nayyeri antonio vergari ⚔️ not at #ICML2025 Ponnurangam Kumaraguru “PK” and Steffan. Feels great to have my first co-author paper get accepted at such a great venue!

Sumit Kumar (@sumitkk01010) 's Twitter Profile Photo

We’ll be presenting SEMMA at #EMNLP2025 (Suzhou, China)! 📍Session 13, Hall C — November 7 (10:30–12:00) If you’re attending EMNLP 2025 and interested in #Ontologies, #KnowledgeGraphs , or #FoundationModels, do drop by and check it out!