Sehan Dissanayake ⋅ Shanil Diwakar ⋅ Dasun Illangasinghe ⋅ Eshin Menusha ⋅ Chehan Rupasinghe ⋅ Dilhara Dissanayake ⋅ Nevidu Jayatilleke ⋅ Yasas Manujaya Ekanayake ⋅ Nisansa de Silva

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→ Beyond the Marker: Diagnosing and Mitigating Shortcut Learning in Tamil Simile Detection

Vimosh Vasanthakumar ⋅ Birunthaban Rajendram ⋅ Abishan Vasanthan

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→ FinGuard-Lite: Resource-Efficient Trustworthy AI for Financial Risk Decision-Making in Emerging Economies

Shravan K ⋅ Kaustubha V

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→ When Image-Based Metadata Imputation Adds Little: Evidence from Multimodal Skin Lesion Classification

Alexis Espinoza Villanueva

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→ Ontological Entanglement Breaks LLM Unlearning for Reversed Clinical Guidelines

Saisab Sadhu

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→ Distributional Latent Pooling for Learning from Variable-Length Clinical Time Series: A Study on EEG-based Dementia Detection

Harsh Bhasin ⋅ Tejwant Singh ⋅ Ankit Singh ⋅ Nishant Kumar ⋅ Devanshu Meel ⋅ Manish Sharma

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→ CAV Styler++: Locating Interpretable Control in Photorealistic Style Transfer

Sunayana Samavedam ⋅ Saurabh Saini ⋅ P J Narayanan

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→ Investigation Capability versus Investigation Intelligence: A Controlled Study of Selective Belief Updating

Yashash Yallapragada ⋅ Shambhavi Srivastava

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→ Your Ground Truth Is Running the Same Biased Estimator as Your Method: The Missing Convergence Criterion

Manuel Josue Malla Campoverde ⋅ Eduardo Tusa

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→ Trustworthy Ground Truth? The Limits of Human Validation in LLM-Based Legal Metadata Extraction in a Resource-Constrained Local Deployment

David Guevara-Guevara ⋅ Carmen Vaca-Ruiz

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→ Continuous Ethiopian Sign Language Recognition: A Multi-Modal Study of Video and Skeleton-Based End-to-End Models with Cross-Lingual Transfer

Anteneh Yehalem Tegegne ⋅ Yohannes A Ejigu

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→ Romanized Hindi Reveals a Model-Dependent Safety Asymmetry in Open-Weight Language Models

Bibek Nagpal ⋅ Shrisay Shandilya ⋅ Soham Kumar ⋅ Aditya Sharan

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→ AH-UGC: Adaptive and Heterogeneous Universal Graph Coarsening

Mohit Kataria ⋅ Shreyash Bhilwade ⋅ Sandeep Kumar ⋅ Jayadeva Dr

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→ Semantically Identical, Clinically Opposite: A Negative Result on Semantic Caching in a Deployed Maternal-Health Assistant

Saumitra Sharma ⋅ Sthitapragyan Parida ⋅ Jigar Doshi

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→ Whose Red Lines, Whose Oversight? From Human-in-the-Loop to Governance Infrastructure for AI in the Global South

Meriem Mehri

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→ Cross-Lingual Transfer of Activation-Space Refusal Anchoring Against Adaptive GCG Attacks

Godwin Abuh Faruna

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→ Reinforcement Learning with Stochastic Substitute Control Under Infrastructure Failures

Salim Oyinlola ⋅ Barika-Bodunrin Y Olamide

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→ Beyond the Row: Sequence-Aware Diffusion for Rare-Event Financial Trajectories

Tushar Chaturvedi ⋅ Himanshu Choudhary ⋅ Manoj Thakur

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→ Do Vision-Language Models Understand Construction Hazards Beyond Object Recognition?

Keonvin Park

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→ Taming the Long Tail in Federated Crop Disease Diagnosis: Adaptive-Threshold Semi-Supervised Learning Under Extreme Non-IID Heterogeneity

Shahriar Mahir

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→ KamtaCorpus: Building and Analyzing an Open Text Corpus for Kamtapuri, a Low-Resource Language of the Global South

Roumak Das

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→ Ubuntu, Kaupapa Māori, and Vanua Frameworks: Beyond mainstream to indigneous fit AI

Tatenda Tavingeyi

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→ Load-Shedding Hurts Some Languages More: Outage Structure and Language Equity in Distributed Training

jintao wang

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→ Auditing Whom an Imported Checkpoint Favors: A Black-Box Gate Tested on Model Organisms with Planted Loyalties

Alyssia Jovellanos ⋅ Martin Ciesielski-Listwan

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→ AI-BAAM: AI-Driven Bank Statement Analytics as Alternative Data for Malaysian MSME Credit Scoring

Chun Chet Ng ⋅ Zhen Hao Chu ⋅ Jia Yu Lim ⋅ Low W Zeng

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→ Evaluating Time-Series Foundation Model Reliability Under Structural Change in African Currency Markets

Salim Oyinlola ⋅ Gozie Ibekwe

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→ PENSA: A Spatial Accelerator for BitNet b1.58 Inference on an HBM-equipped AMD Alveo FPGA

Karthikeyan K Balasubramanian ⋅ Ivan S. Maksymov ⋅ Philip Leong

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→ Right but Unsure: Persistent Cultural Ambiguity in Tamil Metaphor Detection

Vimosh Vasanthakumar ⋅ Birunthaban Rajendram ⋅ Abishan Vasanthan

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→ UrduGrad Schemas: A Benchmark for Urdu Commonsense Reasoning

Muhammad Ahmad ⋅ Grace Ataguba ⋅ Muhammad Usman ⋅ Rita Orji

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→ Attention Architecture and Positional Retrieval in Small Language Models

Jithun Methusahan ⋅ R.M Amantha Bandara Rathnayake

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→ Prefix Stability for Prompt Caching in LLM Agents: When It Helps and When It Backfires

Prashant Kumar

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→ BHAVA (Behavioral and Affective Vernaculars): A Multilingual Dataset of Everyday Expressions of Distress Across Indian Languages

Akshyat Shah ⋅ Anamta Khan ⋅ Niva Manchanda ⋅ Akshata Kishore Moharir ⋅ Ratna Kandala

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→ Callable by Whom? Actor–Route Alignment in Public-Sector Agent Evaluation

Tomas Laurenzo

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→ Lineage-Aware Memory Governance: A Derivation-Gated Framework for Privacy-Preserving Column-Level Access Control in Enterprise AI Agents

Venkata Manikanta Sangaraju ⋅ Sudhir Vissa

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→ VisText-VLM2Plastic: A Bilingual Benchmark for Visual Grounding and Environmental Reasoning in Vision-Language Models

Tarek Rahman

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→ Do Brain MRI Foundation Models Encode Epilepsy-Relevant Concepts? A Confound-Aware Linear Probing Study of Focal Cortical Dysplasia

Jade Satyko Hatanaka Marques

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→ The Committed Operating Point: Decision-Utility Collapse in Continual Multimodal Breast Imaging

Rishabh Jha ⋅ Amrita Singh

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→ Decision-Aware Rounding for Low-Bit LLMs

Kirtilekha Bhesra

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→ Visualising Latent Rollouts in LeWorldModel

Ankita Kushwaha ⋅ KIRAN RAVISH ⋅ Preeti ⋅ Pawan Kumar

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→ Finding Without Words: Re-Identification from Incomplete Multimodal Evidence

Badri Patro

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→ Calibration Without Discrimination:large Instance-Level Uncertainty Failures in LLMs Across Global South Constitutions

DEBJYOTI PAUL

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→ WaterPrune: Waterfilling Sparse Foundation Models in Resource-Constrained AI

Erdem Koyuncu

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→ TRIDENT: Safety-Gated, On-Device Triage for Paediatric Teledermatology on Pigmented Skin

Oluwaferanmi Oladepo ⋅ Nunsi Shiaki

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→ Does Statutory Structure Help? Retrieving Every Indispensable Provision for Sri Lankan Conveyancing Scenarios

Himath Dhanapala ⋅ Praveen De Silva ⋅ Lahiru Dilshan ⋅ Nisansa de Silva

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→ BrailleLens: Real-Time Fingertip-Guided Braille Recognition for Sinhala

Himandhi Kuruppu ⋅ Kalana Lakshan ⋅ Hasini Lawanya ⋅ Ovindu Atukorala ⋅ Sandareka Wickramanayake

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→ A Unified Sparse Mixture-of-Experts Architecture for Sheng-Swahili-English Code-Switched Speech

Bellah Ellam ⋅ Sylvia J Kipkemoi

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→ Adaptive Stochastic Physics Weighting for Long-Horizon Building Temperature Prediction under Sensor Uncertainty

Rohan Saha ⋅ Shambhavi Srivastava

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→ Concept Direction Reliability Across Languages with Different Tokenizer Fertility

Muhammad Abdullahi Said ⋅ Abass Oguntade ⋅ Elisha Komolafe ⋅ Babangida Sani ⋅ Fatima Muhammad Adam ⋅ Muhammad S Sani

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→ PUC-CXR: A Multimodal Grounded Chest X-ray Dataset from Latin America

Oscar Loch ⋅ Denis Parra ⋅ Pablo Messina ⋅ Yuyan Ge ⋅ Rene Vidal

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→ High Dice, Broken Canals: Progressive Model Assisted Annotation and Novel Post-Processing for Continuous Mandibular Canal Segmentation in CBCT

Saba Sarwar ⋅ Suraiya Jabin ⋅ Mandeep Kaur ⋅ Virender Gombra ⋅ Deepa Anand

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→ CardioSSL: When Does Self-Supervision Help Heart Sound Screening? A Controlled Benchmark

Brandone Fonya ⋅ Mona Aman ⋅ Godbright N Uiso ⋅ Maurine Gatimu ⋅ Olatunji D Emmanuel ⋅ Carine Mukamakuza

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→ Beyond Weather: Separating Climate and Surveillance Signals for Weekly Lassa Fever Prediction in Nigeria

Abimbola Afolayan ⋅ Anjolaoluwa G. Onyilo

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→ Auditing Demographic Bias in LLM Career Advice for Indian Students

Harsh Agarwal ⋅ Peeyush Agarwal

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→ HansardNER: Full-Coverage Benchmarking of Sinhala Parliamentary Named Entity Recognition

Himath Dhanapala ⋅ Haren Daishika ⋅ Himandhi Kuruppu ⋅ Ashini Kavindya ⋅ Sithija Seneviratne ⋅ Nisansa de Silva ⋅ Sandareka Wickramanayake

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→ Who Pays for AI, and Whose Language Does It Speak?

Muhammad Ali

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→ Learning Interpretable Dynamical Representations from Health Time-Series using Spectrogram Cellular Automata

Harsh Bhasin ⋅ Tejwant Singh

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→ Country Is Not Enough: LLMs Recognize Missing Cultural Context but Still Generalize

Aditya Channa ⋅ Madhav Kapoor ⋅ Jastej Singh

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→ Decomposing a clinical EEG montage for low-channel cognitive triage: placement, age referencing and output design

Soinik Ghosh ⋅ Rameshwar Nath Chaurasia ⋅ Shiru Sharma ⋅ Neeraj Sharma

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→ A Stability Audit for Resource-Efficient Brain Tumor MRI Segmentation

Aiman Farooq

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→ Temporal Structure at Adapter Scale for Longitudinal Brain MRI in Post-Treatment Glioma

Vayangi Ganepola

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→ Towards Measuring Secure Agent Deployment In The Indian Institutional Context

Basil Labib ⋅ Sai Sasank Y

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→ Multilingual Health and related Nutrition Question Answering for Low-Resource African Languages

Sally K Musanga ⋅ Bereket Weldemichael ⋅ Patricia Muriira ⋅ Marie Rose Mwiseneza ⋅ Lowami UWIMANA ⋅ George Okeyo

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→ Lightweight Chain-Aware Modeling for Antibody Affinity and Mutational Effects

Harshit Singh ⋅ Rajeev Kumar Singh ⋅ Satya Pratik Srivastava ⋅ Rohan Gorantla

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→ State-Space Unlearning for Non-Stationary Bias in Land Surface Forecasting

Anidipta Pal

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→ Conditioning Structure, Not Entropy Alone, Predicts Memorization Dynamics

Rodrigo Alvarez Lucendo ⋅ Madhur Panwar ⋅ Gail Weiss ⋅ Antoine Bosselut

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→ SAID: Multi-Domain Sinhala Datasets for AI-Text Detection and Authorship-Boundary Detection

Kaveesha Kapiti Arachchi ⋅ Mohamed H Anas ⋅ Vihanga Muthumala ⋅ Hiruni Ayesha ⋅ Ifadha Imthiyas ⋅ Samadhi Talagala ⋅ Nisansa de Silva ⋅ Aloka Fernando ⋅ Aththanayake M Aththanayake

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→ Project Pulli: Grounding Edge-Scale Pan-Indic Transliteration with Classical Phonotactics and In-the-Wild Golden Diagnostics

Balasundararaman Lakshmanan

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→ Fewer Questions and Safer Abstention in Low-Bandwidth Agricultural Advisory

Deepali Bhanushali ⋅ Aakansha Nagwani ⋅ FNU Harsh ⋅ Shikhar Verma

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→ Inductive Bias Is Not Free: Lifecycle-Aware Evaluation of Topological Priors Under Data and Compute Constraints

Solomon Okibe

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→ GraphNOSE: A Graph Transformer in Olfaction

Mrityunjay Sharma ⋅ Sarabeshwar Balaji ⋅ Valentina Parma ⋅ Ritesh Kumar