Deployable AI (DAI)

                                                Schedule

9:00 am to 9:05 am Opening Remarks

9:05 am  to 9:40 am Invited Speaker 1: Eugene Bagdasarian

9:40 am to 10:25 am Oral Presentations 1 

10:25 am  to 10:35 am Lightning Presentation Session 1 

10:35 am to 11:00 am Break and Poster Session 1

11:00 am to 11:35 am Invited Speaker 2: Vishal Misra

11:35 am to 12:50 pm Oral Presentations Session 2

12:50 pm to 2:00 pm Lunch Break

2:00 pm to 2:40 pm Panel Discussion [Panelists: Balaraman Ravindran, Arpita Biswas, Vishal Misra, Eugene Bagdasarian] 

2:40 pm to 3:25 pm Oral Presentations Session 3

3:25 pm to 3:45 pm Lightning Presentation Session 2 

3:45 pm to 4:15 pm Break and Poster Session 2

4:15 pm to 5:30 pm Oral Presentations Session 4

5:30 pm to 5:35 pm Closing Remarks

For Invited Speakers, We will have 30 mins of Presentation and 5 mins of Q&A

Oral Presentations Session-1 (12 mins+ 3 mins (Q&A)): 9:40 am to 10:25 am (3)

9:40 am 

•  UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Model Presenting Author: Eric Ma

09:55 am 

• Secure Multiparty Generative AI Presenting Author: Manil Shrestha

10:10 am

• Predicting Goal Misgeneralisation Using Policy-Implied Reward Comparison Presenting Author: Titus Buckworth

Lightning Presentations Session-1 (2 mins each): 10:25 am to 10:35 am (5)

• Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews Presenting Author: Pranjal Atrey

• Model Calibration for Audio Driven Disease Diagnosis via Uncertainty Quantification Presenting Author:  Shubham Kulkarni

• Seq2Seq Model-Based Chatbot with LSTM and Attention Mechanism for Enhanced User Interaction Presenting Author: Mohamed Rahouti

• Beyond Bans: Thoughtful Use of AI in the Classroom Presenting Author: Kendall Brogle

• From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation Presenting Author: Peilang Li

Oral Presentations Session-2 (12 mins+ 3 mins (Q&A)): 11:35 am to 12:50 pm (5)

11:35 am 

• Membership Inference Test: Auditing Training Data in Object Classification Models  Presenting Author: Gonzalo Mancera

11:50 am 

• DREAM-VEP: A Modular and Open-Source Framework for Developing Robust, Efficient, and Adaptive Models in Variant Effect Prediction Presenting Author: Huixin Zhan

12:05 pm 

• Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications  Presenting Author:  Shubhi Asthana

12:20 pm  

• Node Classification With Integrated Reject Option For Legal Judgement Prediction Presenting Author: Uday Bhaskar

12:35 pm 

• Refine: Robust Unsupervised Anomaly Detection for Production HPC Systems Presenting Author: Efe Sencan

Oral Presentations Session-3 (12 mins+ 3 mins (Q&A)): 2:40 pm to 3:25 pm (3)

2:40 pm 

• Using Comparative Machine Learning Methods to Validate Educational Content  Presenting Author: John Kos

2.55 pm 

• The Potential of Causal Modelling in Cloud Microservice Architectures  Presenting Author: Christopher Lohse

3:10 pm 

• Interpreting adversarial attacks and defences using architectures with enhanced interpretability Presenting Author: Akshay G. Rao

Lightning Presentations Session-2 (2 mins each) 3:25 pm to 3:45 pm (9)

• Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design Presenting Author: S Sagar Srinivas

• Robust Pairwise Ranking Under Byzantine Setting Presenting Author: Abdul Bakey Mir

• AI-Based Teat Shape and Skin Condition Prediction for Dairy Management Presenting Author: Tiancheng Yuan

• Mining Unstructured Medical Texts With Conformal Active Learning Presenting Author: Juliano Genari

• Graphbook: An Interactive Visual Framework for Production Ready Interpretable AI Presenting Author:  David R. Winer

• Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness Presenting Author: Balaraman Ravindran

• LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience    Presenting Author: Srideepika Jayaraman

• Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources  Presenting Author: Amadou Ba

• Deep Linearly Gated Network : A Transparent Deep Model  Presenting Author: Shivangi S.

Oral Presentations Session-4: 4:15 pm to 5:30 pm (5)

4:15 pm 

• MultiTutor: Collaborative LLM Agents for Multimodal Student Support Presenting Author: Edward Sun

4:30 pm 

• Build Your Knowledge Base Using GenAI Powered ScienceSage Presenting Author: Yong Zhang

4:45 pm 

• TopKElim: A Bandit Approach to Identify Top-k Candidates from Noisy Ratings Presenting Author: Ishaan Taneja

5:00 pm 

• Intanify AI Platform: Embedded AI for Automated IP Audit and Due Diligence Presenting Author: Viktor Dörfler

5:15 pm 

• A Practice of Post-Training on Llama-3 70B with Optimal Selection of Additional Language Mixture Ratio Presenting Author: Ningyuan Xi