Papers
Benchmarking Testing in Automated Theorem Proving
Jongyoon Kim, Hojae Han, Seung-Won Hwang
Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning
Vaibhav Varshney, Manjunatha Naik Mc
LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control
Seogyeong Jeong, Kiwoong Park, Seyoung Song et al.
TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale
Jun Wang, Ziyin Zhang, Rui Wang et al.
ResoDiff-44k: High-Fidelity Cross-Lingual Speech and Singing Synthesis via Discrete Diffusion
Gyanendra Das, Sai Satyam Jena
VishBox v2: A Multi-Agent System for Adaptive Voice Phishing Simulation
Sungmi Park, Daon Choi, Yoonmo Yang et al.
MTIVE: Multi-Task Image Verification Engine Using Vision-Language Models for E-commerce
Yu-Tong Cao, Vishnu Prabhakaran, Arunita Das et al.
Learning Selective LLM Autonomy from Copilot Feedback in Enterprise Customer Support Workflows
Nikita Borovkov, Elisei Rykov, Olga Tsymboi et al.
From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs
Kamyar Zeinalipour, Silvia Severini, Alessia Borghini et al.
RADAR: Risk-Aware Distilled Adaptive Routing for Efficient Short-Form Video Platform Ecosystem Governance
Baoyu Jing, Zixuan Wang, Junwen Chen et al.
TEN: Table Explicitization, Neurosymbolically
Nikita Mehrotra, Aayush Kumar, Sumit Gulwani et al.
Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification
Hamvir Dev, Shivam Ratnakant Mhaskar, Sasanka Vutla et al.
Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation
Vishal Sankar Ram, Jason Kushner, Manas Paldhe et al.
AesX: Enhance Your Images with Stunning Aesthetic Beauty
Yuyan Chen, Zhendong Hou, Lei Xia et al.
MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A
Hanoz Bhathena, Parin Rajesh Jhaveri, Rohan Mittal et al.
Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools?
Mansi Uniyal, Mukul Singh, Ryan Nadel
Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant
Joseph Matveyenko, James Liu, John David Parsons et al.
Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation
Hongyang Su, Beibei Kong, Lei Cheng et al.
RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
Yingfeng Luo, Hongyu Liu, DingYang Lin et al.
No Innocence in Styling: Discovery of Privacy Protection Capabilities and Security Risks in Consumer Generative AI Writing Assistants
Mohd. Farhan Israk Soumik, Syed Mhamudul Hasan, Wanniarachchi Kankanamge Malithi Mithsara et al.
RAPIDS: Resume Attack Prompt Injection Detection at Scale
Yohann Augey, Joshua H. Levy, Arda Akdemir
Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge
Junjie Wu, Xuan Kan, Zihao He et al.