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LegalSumAI: Robust and Representative Legal Summarization with Large Language Models
Purvi Sehgal, Sahithi Ankireddy, Saumya Chauhan
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Attention Gathers, MLPs Compose: A Causal Analysis of an Action-Outcome Circuit in VideoViT
Sai V R Chereddy
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Safe and Deployable LLM Adaptation: Directional Deviation Index–Guided Model Pruning
Shuang Ao, Sarvapali D Ramchurn
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Oral
- Readers: Everyone
TEAS: Trusted Educational AI Standard: A Framework for Verifiable, Stable, Auditable, and Pedagogically Sound Learning Systems
Abu Syed
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
The Shadow Index: Quantifying Latent Moral Personas Across Large Language Models
Gokul Srinath Seetha Ram
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Quantifying Strategic Ambiguity in Corporate Language for AI-Driven Trading Strategies
Vaisnavi Nemala
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Oral
- Readers: Everyone
RM-LLaVA: An Efficient Training-Free Video Understanding Framework with Redundancy-Minimized Frame Selection
Chuqin Zhou
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
A Decentralized Digital Twin via Crowdsourced Sensing and Browser-Based Edge Computation
Sean Hardesty Lewis, Junfeng Jiao, Yiming Xu, Jihyung Park, Connor Phillips
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Know your Trajectory - Trustworthy Reinforcement Learning deployment through Importance-Based Trajectory Analysis
Clifford F, Devika Jay, Abhishek Sarkar, Satheesh K Perepu, Santhosh G S, Kaushik Dey, Balaraman Ravindran
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
MathTrap300: A Benchmark for Recognizing Mathematical Insolvability in LLMs
Huaibo Chen, Yixiao Lin, Pengcheng Chen, Zihan Zhao, Nuohao Liu, Yue Hu, Qian Xie, Qinbo Bai, Masood S. Mortazavi, Ning Yan, KAMAL YOUCEF-TOUMI
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Breaking the annotation barrier with DocuLite: A scalable and privacy-preserving framework for financial document understanding
Saiful Haq, Daman Deep Singh, Akshata A Bhat, Krishna Chaitanya Reddy Tamataam, Prashant Khatri, Abdullah Nizami, Abhay Kaushik, Niyati Chhaya, Piyush Pandey
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
A Task-Level Explanation Framework for Meta-Learning Algorithms
Yoshihiro Mitsuka, Shadan Golestan, Zahin Sufiyan, Shotaro Miwa, Osmar Zaiane
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Oral
- Readers: Everyone
Efficient Multi-Model Orchestration for Self-Hosted Large Language Models
Bhanu Prakash Vangala, Tanu Malik
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Oral
- Readers: Everyone
TVAgent: A lightweight Vision-Language-Model for TV GUI Agent
Hoin Jung, Jinyang Liu, Anirudh Rao, Honghoe Kim, Xiangyuan Zhao, Ashwin Chandra, Michel Sarkis
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Explainability Methods Can Be Biased: An Empirical Investigation of Gender Disparity in Post-hoc Methods
Mahdi Dhaini
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Oral
- Readers: Everyone
Translating Classifier Scores into Clinical Impact: Calibrated Risk and Queueing Simulation for AI-Assisted Radiology Worklist Triage
Tirthajit Baruah, Punit Rathore
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Can Explainability and Privacy Coexist in Deployment? An Empirical Investigation in the Context of Natural Language Processing
Mahdi Dhaini, Stephen Meisenbacher
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Measuring What LLMs Think They Do: SHAP Faithfulness and Deployability on Financial Tabular Classification
Saeed Bark AlMarri, Mathieu Ravaut, Kristof Juhasz, Gautier Marti, Hamdan Ali Al Ahbabi, Ibrahim M. Elfadel
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Distilling Robustness: Mitigating Persona Sensitivity in Language Models via RLVR Teacher-Student Training
Jihwan Oh, Murad Aghazada, Se-Young Yun
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Quality Over Quantity: Predictive Data Selection for Edge Language Models
Yuxing Guo
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Adversarial Testing for Large Language Models: Evaluating and Enhancing Robustness with AutoDAN and Fine-Tuning Techniques
Jatin Garg, MUSTAFA SAIFY, Punit Maheshwari, Shashank Srivsatava, Srinivasa Rao Aravilli
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Non-Intrusive Residential Electric Vehicle Detection Using Positive-Unlabeled Contrastive Learning
Zahrasadat Sajjadifar, Antonio Hernandez Espin, Bart De Moor
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
V-OCBF: Learning Safe Filters from Offline Data via Value-Guided Offline Control Barrier Functions
Mumuksh Tayal, Manan Tayal, Ravi Prakash
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Oral
- Readers: Everyone
Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety
Max Zhang, Derek Liu, Kai Zhang, Joshua Franco, Haihao Liu, Kevin Zhu
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone
Training-Free Policy Violation Detection via Activation-Space Whitening in LLMs
Oren Rachmil, Roy Betser, Itay Gershon, Omer Hofman, Nitay Yakoby, Yuval Meron, Idan Yankelev, Asaf Shabtai, Yuval Elovici, Roman Vainshtein
- Published: 11 Nov 2025, Last Modified: 16 Jan 2026
- DAI Poster
- Readers: Everyone

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