AIMLSYSTEMS 2026

Detailed Technical Program

Research, Industry, Posters & Panel Presentations

Tue, Oct 6 Wed, Oct 7 Thu, Oct 8 Fri, Oct 9

Tuesday, October 6

Time (CET)Event DetailsLocation
18:00 - 18:30 Registration First Floor Lobby
18:30 - 19:30 Conference Opening & Welcome Reception
Host: Marco Tarabini		 First Floor Lobby

Wednesday, October 7

Time (CET)Session 1 / PlenarySession 2
08:30 - 09:00 Registration First Floor Lobby
09:00 - 10:00 Plenary Session: Prof. Michele Magno (ETH) Room A0.1
10:00 - 10:30 Coffee Break First Floor Lobby
10:30 - 12:30 Research Track 1
Room A0.1		 Industry Track 1
Room A0.2
10:30 - 10:50 LDT-Poly: Low-Degree Trainable Polynomial Activation for Privacy-Preserving Deep Learning
Alessandro Falcetta, Fabrizio Pittorino, Manuel Roveri		 Evaluating Low-Power Edge-AI for Always-on Contextual Vision
Francesca Palermo, Greta Corti, Aurelio Telli, Syed Shakib Sarwar, Derek Valleroy, Barbara De Salvo, Chiao Liu, Diana Trojaniello
10:50 - 11:10 Consensus Reservoirs for Synchronous Federated Optimization
Ojaswa Varshney, Pradeep Singh, Rajeev Shorey		 EdgeTalk: Agentic Speech-Text Models for Edge Devices
Megha Sharma, Tushar Vatsal, Prakhar Swarup, Raghavendra Bilgi
11:10 - 11:30 Memory Refinement for Latent Replays in Continual Learning
Edoardo Giudici, Fabrizio Pittorino, Manuel Roveri		 Bridging Photonics and AI: CVAE-Based Inverse Design of Plasmonic Sensors
Anish Datta, Soma Bandyopadhyay, Subhasri Chatterjee, Anirban Chaudhuri, Arpan Pal
11:30 - 11:50 S-VETT: Semantic VectorDB-Enabled Transfer Learning for Time-Series Forecasting Under Extreme Data Scarcity
Jonatan Sciaky, Lorenzo Epifani, Alessandro Falcetta, Manuel Roveri		 Text2Flowsheet: Generating DWSIM-Ready Flowsheets from Natural Language Descriptions
Amit Sangroya, Arushi Jain, Monika Sharma, Shubham Paliwal, Suparshva Jain
11:50 - 12:10 Malware families discovery via Open-Set Recognition on Android manifest permissions
Filippa Leveni, Matteo Mistura, Francesco Tubaldi, Carmine Giangregorio, Nicolò Pastore, Cesare Alippi, Giacomo Boracchi		 From Papers to Animations: A Plan Mediated LLM Pipeline with Parser Friendly Code Generation (PAGE)
Chitranshu Harbola, Balaji Srinivasan
12:10 - 12:30 Engineering AI-Ready Data: Advanced Methods for Dataset Preparation
Diego Carrera, Stefano Bertolasi, Diego Stucchi, Beatrice Rossi, Pasqualina Fragneto		 DEMO: Live-Demo: RISC-V Edge Inference for Real-Time Eye-Movement Control on GAPses Smart Glasses
12:30 - 13:30 Lunch First Floor Lobby
13:30 - 14:30 Keynote Talk: Prof. Cesare Alippi Room A0.1
14:30 - 15:00 Sponsor Talk: Dr. Joel Goodman (ONR) Room A0.1
15:00 - 15:30 Coffee Break First Floor Lobby
15:30 - 17:00 Research Track 2
Room A0.1		 Industry Track 2
Room A0.2
15:30 - 15:50 YOSO-Rep ViT. Improving Real-Time Panoptic Segmentation with Rep ViT
Marc Ellenfeld, Maximilian Schwaiger, Moritz Ufer, Jonathan Kobold		 NL2SQL System Aided by Memory: Usage of Prior Reasonings for Faster inference
Harshita Chandwani, Venkata Rama Krishna Sreepada, Sai Karthik Athota
15:50 - 16:10 Dynamic Reweighting for Instance to Model-based Transition for On-Device Speaker Verification
Michele Craighero, Matteo Figini, Manuel Pariente, Giacomo Boracchi, Manuel Roveri		 Exploiting Cross-Query Redundancy in Multi-Source Workloads Using Hyper-DAGs and Adaptive Operator DAG
Ravi Kumar Singh, Shruti Kunde, Rekha Singhal
16:10 - 16:30 Bridging Symbolic Models and Simulation: LLM-Generated FMUs for HVAC Control
Javad Hosseinzadeh, Mohammad Esmaeili, Sascha Hammes, Thomas Ederer, Gernot Steindl, Philipp Zech		 Efficient Multimodal Document Retrieval in Industrial Settings via Compressed Vision-Language Embeddings
Andrea Sassella, Mark J. Carman
16:30 - 16:50 TRACE: Target-Responsive Actionable Causal Engine: A CausalGraph-Guided System for Financial KPI Planning
Soubhik Bhattacharya, Aniruddha Bardhan, Siddharth Kumar, Arkadeep Banerjee		 GPU-RAR-GPU Retrieval Platform at LinkedIn
Dhritiman Das, Vishal Shah, Chirag Mehta, Pratik Desai, Chinmay Naik, Manika Agarwal, Ronak Kaoshik, Shirisha Singh, Meng Zhang
17:00 - 17:30 Short Break
17:30 - 18:00 Panel: Green AI Room A0.1
18:00 - 18:30
Poster Session & Aperitif First Floor Lobby
Wednesday Posters:
  • LDT-Poly: Low-Degree Trainable Polynomial Activation
  • Consensus Reservoirs for Synchronous Federated Optimization
  • Memory Refinement for Latent Replays in Continual Learning
  • S-VETT: Semantic VectorDB-Enabled Transfer Learning
  • Malware families discovery via Open-Set Recognition
  • Evaluating Low-Power Edge-AI for Contextual Vision
  • EdgeTalk: Agentic Speech-Text Models for Edge Devices
  • Bridging Photonics and AI: CVAE-Based Inverse Design
  • Text2Flowsheet: Generating DWSIM-Ready Flowsheets
  • From Papers to Animations: A Plan Mediated LLM Pipeline
  • YOSO-Rep ViT. Improving Real-Time Panoptic Segmentation
  • Dynamic Reweighting for Instance to Model-based Transition
  • Bridging Symbolic Models and Simulation: LLM-Generated FMUs
  • TRACE: Target-Responsive Actionable Causal Engine
  • NL2SQL System Aided by Memory
  • Exploiting Cross-Query Redundancy in Multi-Source Workloads
  • Efficient Multimodal Document Retrieval in Industrial Settings
  • GPU-RAR-GPU Retrieval Platform at LinkedIn
19:30 - 21:30 Conference Dinner TBA

Thursday, October 8

Time (CET)Session 1 / PlenarySession 2
08:30 - 09:00 Registration First Floor Lobby
09:00 - 10:00 Plenary Session: Prof. Supratik Mukhopadhyay Room A0.1
10:00 - 10:30 Coffee Break First Floor Lobby
10:30 - 12:30 Research Track 3
Room A0.1		 Research Track 4
Room A0.2
10:30 - 10:50 Exploring Redundancy and Shared Representations for Transformer Models Optimization
Enrico Simionato, Federico Toschi, Andrea Sassella, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman		 Beyond the Model: The Critical Role of Data Filtering in Clinical Machine Learning
Noah Subedar, Colin Campbell, Wenjing Zhang, Dan Perri, Sarah Culgin, Andrew Hamilton-Wright
10:50 - 11:10 Paired Replacement Differential Cache Maintenance for Dynamic Sparse and Mixture-of-Experts Inference
Mohammad Tanzil Idrisi		 Consistent Relexicalization of Clinical Documents using Graph-Based Approach
Dipankar Das, Atri Mandal, Sandeep Singh, Tushar Shandhilya
11:10 - 11:30 Adapter Slots Warp-Aligned Multi-LoRA Serving via WAR-Gated Kernel Promotion
Shashank Tippanavar, Vivek Yadav		 Assessing Reliability of Large Language Models for Clinical Summarization Across Indian Languages
Kunwar Zaid, Vikas Kumar, Jyotsana Khatri, Amit Sangroya
11:30 - 11:50 Energy-Efficient On-Device RAG on a Mobile NPU System Design and Benchmark on Snapdragon X Elite
Zhiyuan Cheng, Longying Lai		 Visualizing Medical Classifier Decision Boundaries via Latent Space Traversal
Tejas T. Singh, Rishu Kumar, Shreya Yadav, Rajiv Misra, Supratik Mukhopadhyay
11:50 - 12:10 A Cross-Stack Characterisation of Inter-Agent Message Compression in Multi-Agent LLM Systems
Akash Mondal		 Robust Lightweight Deep Learning Models for Oral Cancer Screening
Siddhant Bharadwaj, Aakash Shedsale, Tejashree Subramanya, Mohd. Azfar, Praveen Birur, Debnath Pal, Shankararama Sharma, Jamal Saeed, Alessandro Giusti
12:10 - 12:30 Tool Choice Confusion: Causal Minimal Tool Filtering for Reliable LLM Agents
Rahul Suresh Babu, Laxmipriya Ganesh Iyer		 Leveraging Vision Foundation Models with a Lightweight PyraFuse Decoder for Skin-Fabric Semantic Segmentation
TBA
12:30 - 13:30 Lunch First Floor Lobby
13:30 - 14:30 Keynote Talk: Dr. Rajeev Rastogi Room A0.1
14:30 - 15:00 Sponsor Talk: Daniele Ceccarelli (Cisco) Room A0.1
15:00 - 15:30 Coffee Break First Floor Lobby
15:30 - 17:00 Research Track 5
Room A0.1		 Industry Track 3
Room A0.2
15:30 - 15:50 ACID-Bench: Fault-Injection Contracts for State-Changing Tool Agents
Andrei Vince		 Sponsor Slot / Free Spot
15:50 - 16:10 ParEvalLayer: When Partial LLM-Agent Evaluations Support a Decision
Wei-Jung Huang, Bonan Shen		 Substitutes, Not Complements: Entity Features vs Fine-tuned Embeddings for Expense Allocation
Sourav Karmakar, Reeti Sarup, Deepak Gujraniya, Mithun Ghosh
16:10 - 16:30 Artificial Intelligent Application for Optical networking: an overview
Maurizio Gazzola		 Dynamic Pricing with Segment and Inventory Awareness via Decoupled Conversion Modeling
Aakash Swami, Narendhar Gugulothu
16:30 - 16:50 Breaking the Tie: Personalized Reranking for Relevance-Saturated Educational User-Generated Content Search
Anbang Wu		 CABIN: A Conditional Anchor-Based Framework for Add-on Pricing and Bundling
Aakash Swami, Srividhya Sethuraman
17:00 - 17:30 Short Break
17:30 - 18:00 Panel: Agents Room A0.1
18:00 - 18:30
Poster Session & Light Aperitif First Floor Lobby
Thursday Posters:
  • Exploring Redundancy and Shared Representations...
  • Paired Replacement Differential Cache Maintenance...
  • Adapter Slots Warp-Aligned Multi-LoRA Serving
  • Energy-Efficient On-Device RAG on a Mobile NPU
  • Inter-Agent Message Compression in Multi-Agent LLMs
  • Tool Choice Confusion: Causal Minimal Tool Filtering
  • The Critical Role of Data Filtering in Clinical ML
  • Consistent Relexicalization of Clinical Documents
  • Reliability of LLMs for Clinical Summarization (Indian Langs)
  • Visualizing Medical Classifier Decision Boundaries
  • Robust Lightweight Deep Learning for Oral Cancer Screening
  • Leveraging Vision Foundation Models for Skin-Fabric Segmentation
  • ACID-Bench: Fault-Injection Contracts for Agents
  • ParEvalLayer: When Partial LLM-Agent Evaluations Support Decision
  • AI Application for Optical networking: an overview
  • Breaking the Tie: Personalized Reranking for Edu Search
  • Substitutes, Not Complements: Entity Features vs Fine-tuned
  • Dynamic Pricing with Segment and Inventory Awareness
  • CABIN: A Conditional Anchor-Based Framework for Pricing
19:30 - 21:30 Conference Closing Room A0.1

Friday, October 9

Time (CET)Session 1 / PlenarySession 2
08:30 - 09:00 Registration First Floor Lobby
09:00 - 10:00 Plenary Session: Prof. Alberto Maria Metelli Room A0.1
10:00 - 10:30 Coffee Break First Floor Lobby
10:30 - 12:30 Workshop on Reinforcement Learning and Game Theory
Room A0.1		 Workshop on Explainable AI for Astrophysics
Room A0.2
12:30 - 13:30 Lunch First Floor Lobby
13:30 - 15:00 Workshop on Biomedical Imaging and Computer Vision
Room A0.1		 Workshop on Explainable AI for Astrophysics
Room A0.2
15:00 - 15:30 Coffee Break First Floor Lobby
15:30 - 17:00 Workshop on Biomedical Imaging and Computer Vision
Room A0.1