Training-Free Open-Vocabulary Visual Grounding for Remote Sensing Images and Videos

Ke Li, Di Wang, Yongshan Zhu +5

IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining

Yixiao Li, Xianzhi Du, Ajay Jaiswal +4

Medical Image Segmentation Using Deep Learning: A Survey

Risheng Wang, Tao Lei, Ruixia Cui +3

ProVG: Progressive Visual Grounding via Language Decoupling for Remote Sensing Imagery

Ke Li, Ting Wang, Di Wang +4

Effects of Oxygen Adsorption on the Surface State of Epitaxial Silicene on Ag(111)

Xun Xu, Jincheng Zhuang, Yi Du +9

Nutribullets Hybrid: Multi-document Health Summarization

Darsh J Shah, Lili Yu, Tao Lei +1

A New Improved Energy-Momentum Tensor and Its Possible Role in Gravity

Tao Lei, Zi-Wei Chen, Zhen-Lai Wang +1

Apple Intelligence Foundation Language Models: Tech Report 2025

Ethan Li, Anders Boesen Lindbo Larsen, Chen Zhang +395

Molding CNNs for text: non-linear, non-consecutive convolutions

Tao Lei, Regina Barzilay, Tommi Jaakkola

Style Transfer from Non-Parallel Text by Cross-Alignment

Tianxiao Shen, Tao Lei, Regina Barzilay +1

AXLearn: Modular, Hardware-Agnostic Large Model Training

Mark Lee, Chang Lan, Tom Gunter +34

Lightweight Facial Attractiveness Prediction Using Dual Label Distribution

Shu Liu, Enquan Huang, Ziyu Zhou +4

The mixing time of the Newman--Watts small world

Louigi Addario-Berry, Tao Lei

Autoregressive Knowledge Distillation through Imitation Learning

Alexander Lin, Jeremy Wohlwend, Howard Chen +1

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport

Kyle Swanson, Lili Yu, Tao Lei

Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference

Tao Lei, Junwen Bai, Siddhartha Brahma +9

Building a Production Model for Retrieval-Based Chatbots

Kyle Swanson, Lili Yu, Christopher Fox +2

Small trees in supercritical random forests

Tao Lei

Spontaneous Formation of a Superconductor-Topological Insulator-Normal Metal Layered Heterostructure

Yu-Qi Wang, Xu Wu, Ye-Liang Wang +13

Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval

Hailong Ning, Siying Wang, Tao Lei +5

Simple Recurrent Units for Highly Parallelizable Recurrence

Tao Lei, Yu Zhang, Sida I. Wang +2

Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages

Xi He, Feiyu Du, Xiaohan Yu +2

Scaling limit of random forests with prescribed degree sequences

Tao Lei

CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

Tao Lei, Rui Sun, Xuan Wang +3

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier +29

Rethinking the Role of Token Retrieval in Multi-Vector Retrieval

Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu +4

Service Capacity Enhanced Task Offloading and Resource Allocation in Multi-Server Edge Computing Environment

Wei Du, Tao Lei, Qiang He +4

RTS-Mono: A Real-Time Self-Supervised Monocular Depth Estimation Method for Real-World Deployment

Zeyu Cheng, Tongfei Liu, Tao Lei +3

When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute

Tao Lei

Quantum classifiers for domain adaptation

Xi He, Feiyu Du, Mingyuan Xue +3

Channel-Temporal Attention for First-Person Video Domain Adaptation

Xianyuan Liu, Shuo Zhou, Tao Lei +1

Learning to Skip for Language Modeling

Dewen Zeng, Nan Du, Tao Wang +4

Semi-supervised Question Retrieval with Gated Convolutions

Tao Lei, Hrishikesh Joshi, Regina Barzilay +4

SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response

Lehan Wang, Boli Chen, Ruixue Ding +7

The paper presents SecRespond, a benchmark that evaluates large language model agents on post-compromise incident‑response tasks using forensic disk snapshots, alerts, and vulnerab…

Interactive Classification by Asking Informative Questions

Lili Yu, Howard Chen, Sida Wang +2

Instruction-Following Pruning for Large Language Models

Bairu Hou, Qibin Chen, Jianyu Wang +6

SPLA: Block Sparse Plus Linear Attention for Long Context Modeling

Bailin Wang, Dan Friedman, Tao Lei +1

Training Language Models with Memory Augmentation

Zexuan Zhong, Tao Lei, Danqi Chen

PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation

Xiaogang Du, Dongxin Gu, Tao Lei +2

Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection

Tao Lei, Yetong Xu, Hailong Ning +4

Gravitational Coupling from Active Gravity

Tao Lei, Zi-Wei Chen, Zhen-Lai Wang +1

Parallel Track Transformers: Enabling Fast GPU Inference with Reduced Synchronization

Chong Wang, Nan Du, Tom Gunter +8

Structured Pruning of Large Language Models

Ziheng Wang, Jeremy Wohlwend, Tao Lei

Apple Intelligence Foundation Language Models

Tom Gunter, Zirui Wang, Chong Wang +152

Nutri-bullets: Summarizing Health Studies by Composing Segments

Darsh J Shah, Lili Yu, Tao Lei +1

Multi-Vector Retrieval as Sparse Alignment

Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu +5

Simple Recurrence Improves Masked Language Models

Tao Lei, Ran Tian, Jasmijn Bastings +1

New Energy-Momentum and Angular Momentum Tensors with Applications to Nucleon Structure

Zhen-Lai Wang, De-Tian Yang, Zi-Wei Chen +2

ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition

Jing Pan, Joshua Shapiro, Jeremy Wohlwend +3

Rationalizing Neural Predictions

Tao Lei, Regina Barzilay, Tommi Jaakkola

Metric Learning for Dynamic Text Classification

Jeremy Wohlwend, Ethan R. Elenberg, Samuel Altschul +2

Towards Comprehensive Information-theoretic Multi-view Learning

Long Shi, Yunshan Ye, Wenjie Wang +4

EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing

Haotian Sun, Tao Lei, Bowen Zhang +5

Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition

Xianyuan Liu, Raivo Koot, Shuo Zhou +2

Mixture-of-Experts with Expert Choice Routing

Yanqi Zhou, Tao Lei, Hanxiao Liu +7

SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation

Xiaogang Du, Jiawei Zhang, Tongfei Liu +2

CoLT5: Faster Long-Range Transformers with Conditional Computation

Joshua Ainslie, Tao Lei, Michiel de Jong +9

Gold nanocone array with wide angles and high absorptivity for light absorber

Xu Jiawei, Huang Ran, Tao Lei +5

Deriving Neural Architectures from Sequence and Graph Kernels

Tao Lei, Wengong Jin, Regina Barzilay +1

Adversarial Domain Adaptation for Duplicate Question Detection

Darsh J Shah, Tao Lei, Alessandro Moschitti +2

TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation

Rui Sun, Tao Lei, Weichuan Zhang +3

Adaptive Morphological Reconstruction for Seeded Image Segmentation

Tao Lei, Xiaohong Jia, Tongliang Liu +3

SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition

Jing Pan, Tao Lei, Kwangyoun Kim +2