{"id":5412,"date":"2024-08-20T11:57:30","date_gmt":"2024-08-20T06:27:30","guid":{"rendered":"https:\/\/www.aimlsystems.org\/2024\/?page_id=5412"},"modified":"2026-08-14T10:38:04","modified_gmt":"2026-08-14T05:08:04","slug":"accepted-papers","status":"publish","type":"page","link":"https:\/\/www.aimlsystems.org\/2026\/accepted-papers\/","title":{"rendered":"Accepted Papers"},"content":{"rendered":"

[et_pb_section fb_built=”1″ fullwidth=”on” theme_builder_area=”post_content” _builder_version=”4.25.1″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_margin=”-90px||||false|false”][et_pb_fullwidth_code _builder_version=”4.25.1″ _module_preset=”default” theme_builder_area=”post_content” hover_enabled=”0″ sticky_enabled=”0″]<\/p>\n

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AIMLSYSTEMS 2026<\/div>\n

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Accepted Papers<\/h1>\n

Exploring the frontiers of Artificial Intelligence and Machine Learning Systems.<\/pee> <\/p>\n

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#11<\/div>\n

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LDT-Poly: Low-Degree Trainable Polynomial Activation for Privacy-Preserving Deep Learning<\/h3>\n

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<\/i> Authors:<\/span> Alessandro Falcetta, Fabrizio Pittorino, Manuel Roveri (Politecnico di Milano)<\/span> <\/div>\n

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#12<\/div>\n

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Paired Replacement: Differential Cache Maintenance for Dynamic Sparse and Mixture-of-Experts Inference<\/h3>\n

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<\/i> Authors:<\/span> Mohammad Tanzil Idrisi (Beloit College)<\/span> <\/div>\n

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#15<\/div>\n

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Visualizing Medical Classifier Decision Boundaries via Latent Space Traversal<\/h3>\n

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<\/i> Authors:<\/span> Tejas T. Singh, Rishu Kumar, Shreya Yadav, Rajiv Misra, Supratik Mukhopadhyay (Indian Institute of Technology Patna, Louisiana State University)<\/span> <\/div>\n

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#24<\/div>\n

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Breaking the Tie: Personalized Reranking for Relevance-Saturated Educational User-Generated Content Search<\/h3>\n

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<\/i> Authors:<\/span> Anbang Wu (University of California, Los Angeles)<\/span> <\/div>\n

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#25<\/div>\n

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An Explainable Early Warning System for Bank Crises: Are the Drivers of Growth and Deterioration Symmetric?<\/h3>\n

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<\/i> Authors:<\/span> Armine Babajanyan (American University of Armenia)<\/span> <\/div>\n

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#29<\/div>\n

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TRACE: Target-Responsive Actionable Causal Engine<\/h3>\n

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<\/i> Authors:<\/span> Soubhik Bhattacharya, Aniruddha Bardhan, Arkadeep Banerjee, Sidharth Kumar (Intuit)<\/span> <\/div>\n

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#30<\/div>\n

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Dynamic Pricing with Segment and Inventory Awareness via Decoupled Conversion Modeling<\/h3>\n

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<\/i> Authors:<\/span> Aakash Swami, Narendhar Gugulothu (TCS Research, Tata Consultancy Services)<\/span> <\/div>\n

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#34<\/div>\n

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CABIN: A Conditional Anchor-Based Framework for Add-on Pricing and Bundling<\/h3>\n

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<\/i> Authors:<\/span> Aakash Swami (Beijing City University), Srividhya Sethuraman (Peking University)<\/span> <\/div>\n

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#39<\/div>\n

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ToolChoiceConfusion: Causal Minimal Tool Filtering for Reliable LLM Agents<\/h3>\n

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<\/i> Authors:<\/span> Rahul Suresh Babu (Northeastern University), Laxmipriya Ganesh Iyer (Boston University)<\/span> <\/div>\n

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#43<\/div>\n

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CCST: Systems-Level Stress Testing for Contact-Reliable Robot World Models<\/h3>\n

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<\/i> Authors:<\/span> Jos\u00e9 Luis Delgado (Universitat Oberta de Catalunya)<\/span> <\/div>\n

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#45<\/div>\n

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Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite<\/h3>\n

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<\/i> Authors:<\/span> Zhiyuan Cheng (Stanford University), Longying Lai (University of Rochester)<\/span> <\/div>\n

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#47<\/div>\n

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Explainable Element Detection in XRF Spectra via Embedding Space k-NN for the HARLOCK Project<\/h3>\n

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<\/i> Authors:<\/span> Alberto Luise, Michele Lombardi, Samuele Salti (University of Bologna)<\/span> <\/div>\n

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#48<\/div>\n

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Live-Demo: RISC-V Edge Inference for Real-Time Eye-Movement Control on GAPses Smart Glasses<\/h3>\n

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<\/i> Authors:<\/span> Sebastian Frey, Victor Javier Kartsch Morinigo, Luca Benini, Andrea Cossettini (ETH Zurich)<\/span> <\/div>\n

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#57<\/div>\n

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Robust Lightweight Deep Learning Models for Oral Cancer Screening<\/h3>\n

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<\/i> Authors:<\/span> Siddhant Bharadwaj, Aakash Shedsale, Tejashree Subramanya, Mohd Azfar, Praveen Birur, Debnath Pal, Shankararama Sharma, Dr Anupama Shetty, Rajesh Sundaresan (K.L.E. Society’s Institute of Dental Sciences, Indian Institute of Science, Columbia University, Biocon Group)<\/span> <\/div>\n

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#59<\/div>\n

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YOSO-RepViT: Improving Real-Time Panoptic Segmentation with RepViT<\/h3>\n

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<\/i> Authors:<\/span> Marc Ellenfeld, Moritz Ufer, Maximilian Schwaiger, Jonathan Kobold (HENSOLDT)<\/span> <\/div>\n

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#60<\/div>\n

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Global Structure of XMM-Newton Light Curve Embeddings via Topological Data Analysis<\/h3>\n

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<\/i> Authors:<\/span> Riccardo Doldi (Italian National Institute for Astrophysics (INAF)), Mario Pasquato (Universit\u00e9 de Montr\u00e9al), Ugo Niccol\u00f2 Di Carlo (University of Milan)<\/span> <\/div>\n

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#61<\/div>\n

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Argument Integrity for LLM Agents: Policy- and Intent-Bound Defense of Authority-Bearing Tool Parameters<\/h3>\n

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<\/i> Authors:<\/span> Hikaru Matsuoka (University of Nagasaki)<\/span> <\/div>\n

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#63<\/div>\n

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Consensus Reservoirs for Synchronous Federated Optimization<\/h3>\n

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<\/i> Authors:<\/span> Ojaswa Varshney, Pradeep Singh, Rajeev Shorey (Indian Institute of Information Technology (IIIT), Surat, India)<\/span> <\/div>\n

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#64<\/div>\n

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Substitutes, Not Complements: Entity Features vs Fine-tuned Embeddings for Expense Allocation<\/h3>\n

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<\/i> Authors:<\/span> Sourav Karmakar, Deepak Gujraniya, Reeti Sarup, Mithun Ghosh (Intuit, BITS Pilani, Birla Institute of Technology and Science)<\/span> <\/div>\n

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#66<\/div>\n

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Malware families discovery via Open-Set Recognition on Android manifest permissions<\/h3>\n

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<\/i> Authors:<\/span> Filippo Leveni, Matteo Mistura, Francesco Iubatti, Carmine Giangregorio, Nicol\u00f2 Pastore, Cesare Alippi, Giacomo Boracchi (Cleafy, Universit\u00e0 Politecnica delle Marche, Politecnico di Milano, Universit\u00e0 della Svizzera italiana)<\/span> <\/div>\n

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#72<\/div>\n

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A Cross-Stack Characterisation of Inter-Agent Message Compression in Multi-Agent LLM Systems<\/h3>\n

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<\/i> Authors:<\/span> Akash Mondal (Intuit)<\/span> <\/div>\n

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#73<\/div>\n

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Consistent Relexicalization of Clinical Documents using Graph-Based Approach<\/h3>\n

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<\/i> Authors:<\/span> Dipankar Das, Atri Mandal, Sandeep Singh, Tushar Shandhilya (Indian Institute of Technology Kanpur, Oracle, Atlassian)<\/span> <\/div>\n

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#74<\/div>\n

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ACID-Bench: Fault-Injection Contracts for State-Changing Tool Agents<\/h3>\n

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<\/i> Authors:<\/span> Andrei Vince (University of North Carolina at Charlotte)<\/span> <\/div>\n

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#77<\/div>\n

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IROS Diffusion Imaging for the LEM-X Observatory<\/h3>\n

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<\/i> Authors:<\/span> Edoardo Giancarli (Italian National Institute for Astrophysics (INAF))<\/span> <\/div>\n

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#79<\/div>\n

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Memory Refinement for Latent Replays in Continual Learning<\/h3>\n

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<\/i> Authors:<\/span> Edoardo Giudici, Fabrizio Pittorino, Manuel Roveri (Politecnico di Milano)<\/span> <\/div>\n

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#80<\/div>\n

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ParEvalLayer: When Partial LLM-Agent Evaluations Support a Decision<\/h3>\n

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<\/i> Authors:<\/span> Wei-Jung Huang (Amazon), Bonan Shen (Viterbi School of Engineering)<\/span> <\/div>\n

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#82<\/div>\n

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NL2SQL System Aided by Memory: Usage of Prior Reasonings for Faster Inference<\/h3>\n

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<\/i> Authors:<\/span> Harshita Chandwani, Venkata Rama Krishna Sreepada, Sai Karthik Athota ([x]cube LABS, Upshot.ai)<\/span> <\/div>\n

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#85<\/div>\n

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Bridging Symbolic Models and Simulation: LLM-Generated FMUs for HVAC Control<\/h3>\n

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<\/i> Authors:<\/span> Javad hosseinzadeh, Mohammad Esmaeili, Sascha Hammes, Thomas Ederer, Gernot Steindl, Philipp Zech (University of Applied Sciences Burgenland, University of Innsbruck)<\/span> <\/div>\n

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#87<\/div>\n

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Evaluating Low-Power Edge-AI for Always-on Contextual Vision<\/h3>\n

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<\/i> Authors:<\/span> Francesca Palermo, Greta Corti, Aurelio Teliti, Syed Shakib Sarwar, Derek Valleroy, Barbara De Salvo, Chiao Liu, Diana Trojaniello, Matteo Matteucci (Politecnico di Milano, Meta Platforms, EssilorLuxottica)<\/span> <\/div>\n

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#91<\/div>\n

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CLiMB: Interpretable Semi-Supervised Clustering for Galactic Substructure Discovery<\/h3>\n

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<\/i> Authors:<\/span> Lorenzo Monti (Italian National Institute for Astrophysics (INAF)), Umberto Michelucci (TOELT LLC)<\/span> <\/div>\n

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#93<\/div>\n

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From Papers to Animations: A Plan-Mediated LLM Pipeline with Parser Friendly Code Generation (PAGE)<\/h3>\n

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<\/i> Authors:<\/span> Chitranshu Harbola, Balaji Srinivasan (Indian Institute of Technology Madras)<\/span> <\/div>\n

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#94<\/div>\n

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Efficient Multimodal Document Retrieval in Industrial Settings via Compressed Vision\u2013Language Embeddings<\/h3>\n

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<\/i> Authors:<\/span> Andrea Sassella, Mark James Carman (Politecnico di Milano)<\/span> <\/div>\n

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#98<\/div>\n

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Leveraging Vision Foundation Models with a Lightweight PyraFuse Decoder for Skin-Fabric Semantic Segmentation<\/h3>\n

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<\/i> Authors:<\/span> Jamal saeedi (University of Applied Sciences and Arts of Southern Switzerland (SUPSI)), Alessandro Giusti (Dalle Molle Institute for Artificial Intelligence (IDSIA USI-SUPSI))<\/span> <\/div>\n

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#99<\/div>\n

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GPU-REC: A GPU-Native Retrieval Platform<\/h3>\n

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<\/i> Authors:<\/span> Dhritiman Das, Vishal Shah, Chirag Mehta, Pratik Dixit, chinmay naik, Manika Agarwal, Ronak Kaoshik, Shirisha Singh, Meng Zhang, Ping Jin, Fedor Borisyuk, Tugrul Bingol (Linkedin)<\/span> <\/div>\n

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#101<\/div>\n

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Beyond the Model: The Critical Role of Data Filtering in Clinical Machine Learning<\/h3>\n

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<\/i> Authors:<\/span> Noah Subedar, Colin Campbell, Wenjing Zhang, Dan Perri, Sarah Culgin, Andrew Hamilton-Wright (University of Guelph, St. Joseph’s Healthcare Hamilton, McMaster University)<\/span> <\/div>\n

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#102<\/div>\n

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Bridging Photonics and AI: CVAE-Based Inverse Design of Plasmonic Sensors<\/h3>\n

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<\/i> Authors:<\/span> Anish Datta, Soma Bandyopadhyay, Subhasri Chatterjee, Anirban Chaudhuri, Arpan Pal (Tata Consultancy Services)<\/span> <\/div>\n

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#103<\/div>\n

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Assessing Reliability of Large Language Models for Clinical Summarization Across Indian Languages<\/h3>\n

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<\/i> Authors:<\/span> Kunwar Zaid, Vikas Kumar, Jyotsana Khatri, Amit Sangroya (Tata Consultancy Services)<\/span> <\/div>\n

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#104<\/div>\n

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Dynamic Reweighting for Instance to Model-based Transition for On-Device Speaker Verification<\/h3>\n

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<\/i> Authors:<\/span> Michele Craighero, Matteo Figini, Manuel Pariente, Giacomo Boracchi, Manuel Roveri (EssilorLuxottica, Politecnico di Milano)<\/span> <\/div>\n

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#105<\/div>\n

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Text2Flowsheet: Generating DWSIM-Ready Flowsheets from Natural Language Descriptions<\/h3>\n

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<\/i> Authors:<\/span> Suparshva Jain, Shubham Paliwal, Arushi Jain, Amit Sangroya, Monika Sharma (Tata Consultancy Services)<\/span> <\/div>\n

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#107<\/div>\n

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EdgeTalk: Agentic Speech-Text Models for Edge Devices<\/h3>\n

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<\/i> Authors:<\/span> Megha Sharma, Tushar Vatsal, Prakhar Swarup, Raghavendra Bilgi (Amazon, Indian Institute of Technology Madras)<\/span> <\/div>\n

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#111<\/div>\n

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Exploiting Cross-Query Redundancy in Multi-Source Workloads Using Hyper-DAGs and Adaptive Operator DAGs<\/h3>\n

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<\/i> Authors:<\/span> Ravi Kumar Singh, Shruti Kunde, Rekha Singhal (Tata Consultancy Services)<\/span> <\/div>\n

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#117<\/div>\n

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S-VETT: Semantic VectorDB-Enabled Transfer Learning for Time-Series Forecasting Under Extreme Data Scarcity<\/h3>\n

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<\/i> Authors:<\/span> Jonatan Sciaky, Lorenzo Epifani, Alessandro Falcetta, Manuel Roveri (Politecnico di Milano)<\/span> <\/div>\n

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#122<\/div>\n

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Exploring Redundancy and Shared Representations for Transformer Models Optimization<\/h3>\n

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<\/i> Authors:<\/span> Enrico Simionato, Federico Toschi, Nicol\u00f2 Brunello, Andrea Sassella, Vincenzo Scotti, Mark James Carman (Politecnico di Milano, Karlsruhe Institute of Technology)<\/span> <\/div>\n

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#123<\/div>\n

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Guardrails as Scapegoats: Auditing Unfaithful Safety Refusals in Tool-Augmented LLM Agents<\/h3>\n

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<\/i> Authors:<\/span> Aarushi Singh (Sarvam AI)<\/span> <\/div>\n

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#132<\/div>\n

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AdapterSlots: Warp-Aligned Multi-LoRA Serving via WAR-Gated Kernel Promotion<\/h3>\n

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<\/i> Authors:<\/span> SHASHANK TIPPANAVAR, Vivek Yadav (International Institute of Information Technology Bangalore)<\/span> <\/div>\n

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