Ax Hongyu Yan, Qiwei Li, Jiaolong Yang, Yadong Mu 3/31/2026

ProgressVLA: Progress-Guided Diffusion Policy for Vision-Language Robotic Manipulation

Vision-language-action model for robotic manipulation with progress estimation to handle long-horizon cascaded tasks.

Ax Shentong Mo, Sukmin Yun 3/31/2026

LVRPO: Language-Visual Alignment with GRPO for Multimodal Understanding and Generation

Multimodal pretraining approach aligning language and vision using GRPO for improved understanding and generation tasks.

Ax Zhihao Mao, Bangpu Chen 3/31/2026

RAP: Retrieve, Adapt, and Prompt-Fit for Training-Free Few-Shot Medical Image Segmentation

Training-free framework for few-shot medical image segmentation using retrieval and adaptation without semantic correspondences.

Ax Zeli Wang, Qingxuan Yang, Shuyin Xia, Yueming Wu, Bo Liu, Longlong Lin 3/31/2026

Robust Smart Contract Vulnerability Detection via Contrastive Learning-Enhanced Granular-ball Training

Deep learning approach for detecting smart contract vulnerabilities using contrastive learning and granular-ball training with limited labeled data.

Ax Haichao Zhu, Qian Zhang, Jiyuan Wang, Zhaorui Yang, Yuxin Qiu 3/31/2026

Needle in the Repo: A Benchmark for Maintainability in AI-Generated Repository Edits

NITR framework evaluates whether AI coding agents' repository edits preserve software maintainability beyond behavioral correctness.

Ax Emily A Cooper, Hany Farid 3/31/2026

AI-Powered Facial Mask Removal Is Not Suitable For Biometric Identification

Study analyzing risks and efficacy of AI-powered facial unmasking for biometric identification, showing it unsuitable for reliable identification.

Ax Udo Schlegel, Thomas Seidl 3/31/2026

What-If Explanations Over Time: Counterfactuals for Time Series Classification

Survey of counterfactual explanation algorithms for time series classification covering instance-based, pattern-driven, and gradient-based approaches.

Ax Robert Aufschl\"ager, Jakob Folz, Gautam Savaliya, Manjitha D Vidanalage, Michael Heigl, Martin Schramm 3/31/2026

Towards Context-Aware Image Anonymization with Multi-Agent Reasoning

CAIAMAR agentic framework for context-aware image anonymization of PII in street-level imagery using multi-agent reasoning.

Ax Bo Jiang, Sian Jin 3/31/2026

KVSculpt: KV Cache Compression as Distillation

KVSculpt applies distillation-based approach to KV cache compression for efficient long-context LLM inference combining quantization and merging.

Ax Samin Mahdizadeh Sani, Max Ku, Nima Jamali, Matina Mahdizadeh Sani, Paria Khoshtab, Wei-Chieh Sun, Parnian Fazel, Zhi Rui Tam, Thomas Chong, Edisy Kin Wai Chan, Donald Wai Tong Tsang, Chiao-Wei Hsu, Ting Wai Lam, Ho Yin Sam Ng, Chiafeng Chu, Chak-Wing Mak, Keming Wu, Hiu Tung Wong, Yik Chun Ho, Chi Ruan, Zhuofeng Li, I-Sheng Fang, Shih-Ying Yeh, Ho Kei Cheng, Ping Nie, Wenhu Chen 3/31/2026

ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks

ImagenWorld benchmark with 3.6K condition sets and explainable human evaluation across six image generation and editing tasks.

Ax Elchin Suleymanov 3/31/2026

A Revealed Preference Framework for AI Alignment

Luce Alignment Model uses revealed preference techniques to study whether AI agents implement human preferences or pursue independent objectives.

Ax Vsevolod Biryukov, Kamal Choudhary, Timur Bazhirov 3/31/2026

AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D

Mat3ra-2D open-source framework for AI-ready design of realistic 2D materials, interfaces, and defects for materials science ML models.

Ax Edward J. Yoon 3/31/2026

ITQ3_S: High-Fidelity 3-bit LLM Inference via Interleaved Ternary Quantization with Rotation-Domain Smoothing

ITQ3_S presents 3-bit weight quantization for LLMs using interleaved ternary quantization with rotation-domain smoothing for efficient inference.

Ax Bhavuk Jain, Sercan \"O. Ar{\i}k, Hardeo K. Thakur 3/31/2026

Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey

Comprehensive survey of adversarial attacks on multimodal large language models integrating text, images, audio, and video modalities.

Ax Ehsan Zeraatkar, Rodion Podorozhny, Jelena Te\v{s}i\'c 3/31/2026

Physics-Guided Transformer (PGT): Physics-Aware Attention Mechanism for PINNs

Physics-Guided Transformer introduces physics-aware attention mechanism for physics-informed neural networks solving PDEs from sparse observations.

Ax Koki Maeda (Institute of Science Tokyo, Tokyo, Japan, Research and Development Center for Large Language Models, National Institute of Informatics, Tokyo, Japan), Naoaki Okazaki (Institute of Science Tokyo, Tokyo, Japan, Research and Development Center for Large Language Models, National Institute of Informatics, Tokyo, Japan) 3/31/2026

JaWildText: A Benchmark for Vision-Language Models on Japanese Scene Text Understanding

Benchmark for Japanese scene text understanding in vision-language models addressing mixed scripts, vertical writing, and large character inventory.

Ax Kesheng Chen, Yamin Hu, Qi Zhou, Zhenqian Zhu, Wenjian Luo 3/31/2026

CDH-Bench: A Commonsense-Driven Hallucination Benchmark for Evaluating Visual Fidelity in Vision-Language Models

Benchmark evaluating commonsense-driven hallucinations in vision-language models when visual evidence conflicts with commonsense knowledge.

Ax Ruiyang Wang, Rong Pan, Zhengan Yao 3/31/2026

FedFG: Privacy-Preserving and Robust Federated Learning via Flow-Matching Generation

Federated learning approach using flow-matching generation for privacy protection and robust aggregation against adversarial attacks.

Ax Tongfei Liu, Yufan Liu, Bing Li, Weiming Hu 3/31/2026

Beyond Dataset Distillation: Lossless Dataset Concentration via Diffusion-Assisted Distribution Alignment

Diffusion-based method for dataset distillation achieving lossless data concentration for efficient training and privacy preservation.

Ax Yinghao Tang, Yupeng Xie, Yingchaojie Feng, Tingfeng Lan, Jiale Lao, Yue Cheng, Wei Chen 3/31/2026

ViviDoc: Generating Interactive Documents through Human-Agent Collaboration

LLM-based agent system for generating interactive documents through human-agent collaboration with improved output control mechanisms.

Ax Haochuan Kevin Wang 3/31/2026

Kill-Chain Canaries: Stage-Level Tracking of Prompt Injection Across Attack Surfaces and Model Safety Tiers

Analysis of prompt injection attack stages across LLM agent defense mechanisms using cryptographic canary tokens to track attack kill-chain progression.

Ax Tianle Zeng, Hanxuan Chen, Yanci Wen, Hong Zhang 3/31/2026

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Unified simulation infrastructure for air-ground embodied AI combining drone and vehicle dynamics in coherent CARLA environment.

Ax Christopher Clark, Yue Yang, Jae Sung Park, Zixian Ma, Jieyu Zhang, Rohun Tripathi, Mohammadreza Salehi, Sangho Lee, Taira Anderson, Winson Han, Ranjay Krishna 3/31/2026

MolmoPoint: Better Pointing for VLMs with Grounding Tokens

Vision-language model pointing mechanism using visual token selection instead of coordinate generation for improved grounding capability.

Ax Luigi Curini, Alfio Ferrara, Giovanni Pagano, Sergio Picascia 3/31/2026

Transcription and Recognition of Italian Parliamentary Speeches Using Vision-Language Models

Pipeline using Vision-Language Models for transcription and semantic annotation of scanned Italian parliamentary speeches.

Ax Junghoon Justin Park, Yeonghyeon Park, Jiook Cha 3/31/2026

Q-DIVER: Integrated Quantum Transfer Learning and Differentiable Quantum Architecture Search with EEG Data

Hybrid quantum-classical framework combining pretrained EEG encoder with differentiable quantum architecture search for brain signal classification.

Ax Parham Pourdavood 3/31/2026

Does Claude's Constitution Have a Culture?

Analysis of cultural perspectives embedded in Claude's Constitutional AI through evaluation on World Values Survey items.

Ax Zhang Li, Zhibo Lin, Qiang Liu, Ziyang Zhang, Shuo Zhang, Zidun Guo, Jiajun Song, Jiarui Zhang, Xiang Bai, Yuliang Liu 3/31/2026

MDPBench: A Benchmark for Multilingual Document Parsing in Real-World Scenarios

First multilingual benchmark for document parsing across digital and photographed documents in diverse scripts and low-resource languages.

Ax Chanseul Cho, Seokju Yun, Jeaseong Jeon, Seungjae Moon, Youngmin Ro 3/31/2026

RecycleLoRA: Rank-Revealing QR-Based Dual-LoRA Subspace Adaptation for Domain Generalized Semantic Segmentation

LoRA-based domain adaptation method for semantic segmentation using Vision Foundation Models with QR-decomposition.

Ax Quan Zhang, Lianhang Fu, Lvsi Lian, Gwihwan Go, Yujue Wang, Chijin Zhou, Yu Jiang, Geguang Pu 3/31/2026

Evaluating Privilege Usage of Agents on Real-World Tools

Benchmark evaluating privilege usage and security risks of LLM agents equipped with real-world tool access across attack surfaces.

Ax Song Yu, Li Li 3/31/2026

ERPO: Token-Level Entropy-Regulated Policy Optimization for Large Reasoning Models

ERPO: token-level entropy-regulated policy optimization for reinforcement learning in large language models with improved credit assignment.

Ax Weimin Liu, Qingkun Li, Jiyuan Qiu, Wenjun Wang, Joshua H. Meng 3/31/2026

DiffAttn: Diffusion-Based Drivers' Visual Attention Prediction with LLM-Enhanced Semantic Reasoning

DiffAttn: diffusion-based framework with LLM semantic reasoning for drivers' visual attention prediction in autonomous vehicles.

Ax Xianyong Xu, Yuanjun Zuo, Zhihong Huang, Yihan Qin, Haoxian Xu, Leilei Du, Haotian Wang 3/31/2026

MR-ImagenTime: Multi-Resolution Time Series Generation through Dual Image Representations

MR-ImagenTime: multi-resolution time series forecasting via hierarchical decomposition and multi-scale conditional diffusion process.

Ax Jon-Paul Cacioli 3/31/2026

Categorical Perception in Large Language Model Hidden States: Structural Warping at Digit-Count Boundaries

Analysis of categorical perception in LLM hidden states: geometric warping at digit-count boundaries across six model architectures.

Ax Eneko Valero, Maria Ribalta i Albado, Oscar Sainz, Naiara Perez, German Rigau 3/31/2026

Merge and Conquer: Instructing Multilingual Models by Adding Target Language Weights

Model merging approach for adapting multilingual LLMs to low-resource languages by adding target language weights without retraining.

Ax KMA Solaiman, Shafkat Islam, Ruy de Oliveira, Bharat Bhargava 3/31/2026

Pre-Deployment Complexity Estimation for Federated Perception Systems

Pre-deployment framework for estimating learning complexity and communication costs in federated perception systems before training.

Ax Thammathip Piumsomboon 3/31/2026

Self++: Co-Determined Agency for Human--AI Symbiosis in Extended Reality

Self++: design blueprint for human-AI symbiosis in extended reality preserving human agency while leveraging AI agent capabilities.

Ax Chang Zong, Sicheng Lv, Si-tu Xue, Huilin Zheng, Jian Wan, Lei Zhang 3/31/2026

Building evidence-based knowledge graphs from full-text literature for disease-specific biomedical reasoning

EvidenceNet: LLM-assisted framework building disease-specific knowledge graphs from biomedical literature with structured evidence nodes.

Ax Heecheol Yun, Eunho Yang 3/31/2026

Integrating Multimodal Large Language Model Knowledge into Amodal Completion

Using multimodal LLMs to improve amodal completion for reconstructing occluded regions in images for autonomous vehicles and robotics.

Ax Zihao Xu, Xiao Cheng, Ruijie Meng, Yuekang Li 3/31/2026

Crossing the NL/PL Divide: Information Flow Analysis Across the NL/PL Boundary in LLM-Integrated Code

Program analysis framework crossing NL/PL boundary for tracking data flow through LLM API calls in code, enabling taint and slicing analysis.

Ax Camilo Chac\'on Sartori 3/31/2026

Coherent Without Grounding, Grounded Without Success: Observability and Epistemic Failure

Analysis of LLM reasoning failures: Bidirectional Coherence Paradox showing competence and grounding dissociate in contemporary LLMs.

Ax Bin Zhu, Qianghuai Jia, Tian Lan, Junyang Ren, Feng Gu, Feihu Jiang, Longyue Wang, Zhao Xu, Weihua Luo 3/31/2026

Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design

Marco DeepResearch: verification-centric design for deep research agents conducting autonomous multi-step reasoning across diverse sources.

Ax Jia-Kai Dong, Yu-Xiang Lin, Hung-Yi Lee 3/31/2026

Membership Inference Attacks against Large Audio Language Models

First systematic evaluation of membership inference attacks against large audio language models, examining train/test distribution shifts.

Ax Carlos S. Sep\'ulveda, Gonzalo A. Ruz 3/31/2026

Critic-Free Deep Reinforcement Learning for Maritime Coverage Path Planning on Irregular Hexagonal Grids

Deep reinforcement learning approach for maritime coverage path planning on irregular hexagonal grids without critic networks.

Ax Carlos G\"uemes-Palau, Miquel Ferriol-Galm\'es, Jordi Paillisse-Vilanova, Pere Barlet-Ros, Albert Cabellos-Aparicio 3/31/2026

From Simulation to Deep Learning: Survey on Network Performance Modeling Approaches

Survey on network performance modeling using simulation and deep learning approaches for predicting packet flow traffic in networks.

Ax Sravanth Kodavanti, Manjunath Arveti, Sowmya Vajrala, Srinivas Miriyala, Vikram N R 3/31/2026

EdgeDiT: Hardware-Aware Diffusion Transformers for Efficient On-Device Image Generation

EdgeDiT hardware-efficient diffusion transformers optimized for mobile NPUs enabling on-device image generation with reduced compute and memory.

Ax Alkis Sygkounas, Amy Loutfi, Andreas Persson 3/31/2026

Evolutionary Discovery of Reinforcement Learning Algorithms via Large Language Models

Evolutionary framework using LLMs as generative operators to discover novel reinforcement learning algorithms by searching over executable update rules.

Ax Malick Ebiele, Malika Bendechache, Rob Brennan 3/31/2026

KGroups: A Versatile Univariate Max-Relevance Min-Redundancy Feature Selection Algorithm for High-dimensional Biological Data

KGroups univariate max-relevance min-redundancy feature selection algorithm for high-dimensional biological data analysis.

Ax Daniel Gutierrez, Ruben Martinez, Leyre Arnedo, Antonio Cuesta, Soukaina El Hamry 3/31/2026

AceleradorSNN: A Neuromorphic Cognitive System Integrating Spiking Neural Networks and DynamicImage Signal Processing on FPGA

AceleradorSNN neuromorphic system integrating spiking neural networks with FPGA for low-latency energy-efficient object detection in autonomous systems.

Ax Tiantian Wang, Xiang Xiang, Simon S. Du 3/31/2026

FeDMRA: Federated Incremental Learning with Dynamic Memory Replay Allocation

Federated incremental learning framework for healthcare with dynamic memory replay allocation handling non-IID data across distributed agents.

Ax Yufei Xu, Fanxu Meng, Fan Jiang, Yuxuan Wang, Ruijie Zhou, Jiexi Wu, Zhixin Pan, Zhaohui Wang, Xiaojuan Tang, Wenjie Pei, Tongxuan Liu, Di yin, Xing Sun, Muhan Zhang 3/31/2026

HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention

HISA hierarchical indexing method for fine-grained sparse attention reducing O(L²) bottleneck of token-level sparse mechanisms like DeepSeek Sparse Attention.