Publications (97)
Visual Temporal Fusion Based Free Space Segmentation for Autonomous Surface Vessels
Xueyao Liang, Hu Xu, Yuwei Cheng
Lifelong Domain Word Embedding via Meta-Learning
Hu Xu, Bing Liu, Lei Shu +1
DINOv2: Learning Robust Visual Features without Supervision
Maxime Oquab, Timothée Darcet, Théo Moutakanni +23
Meta CLIP 2: A Worldwide Scaling Recipe
Yung-Sung Chuang, Yang Li, Dong Wang +13
MAViL: Masked Audio-Video Learners
Po-Yao Huang, Vasu Sharma, Hu Xu +7
Product Function Need Recognition via Semi-supervised Attention Network
Hu Xu, Sihong Xie, Lei Shu +1
Five-fold Symmetry in Au-Si Metallic Glass
Chang-Chun He, Shao-Gang Xu, Shao-Bin Qiu +4
Quantum Confined Tomonaga-Luttinger Liquid in MoSe2 Twin Domain Boundaries
Yipu Xia, Junqiu Zhang, Yuanjun Jin +3
Turning Copper Metal into Weyl Semimetal
Yongping Du, Er-jun Kan, Hu Xu +2
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow
Zhichao Chen, Haoxuan Li, Fangyikang Wang +5
Hybridization-Induced Gapped and Gapless States on the Surfaces of Magnetic Topological Insulators
Xiao-Ming Ma, Zhongjia Chen, Eike F. Schwier +25
Altogether: Image Captioning via Re-aligning Alt-text
Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan +10
Single crystal synthesis and low-lying electronic structure of VS
Yu-Jie Hao, Ming-Yuan Zhu, Xiao-Ming Ma +17
Surface Reactivity Enhancement by O2 Dissociation on a Single-layer MgO Film Deposited on Metal Substrate
Cequn Li, Jing Fan, Bin Xu +1
Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge
Hu Xu, Lei Shu, Philip S. Yu
Netmarble AI Center's WMT21 Automatic Post-Editing Shared Task Submission
Shinhyeok Oh, Sion Jang, Hu Xu +2
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis
Hu Xu, Sihong Xie, Lei Shu +1
Insights into the Unusual Semiconducting Behavior in Low-Dimensional Boron
Shao-Gang Xu, Xiao-Tian Li, Yu-Jun Zhao +5
Masked Autoencoders that Listen
Po-Yao Huang, Hu Xu, Juncheng Li +5
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Hu Xu, Gargi Ghosh, Po-Yao Huang +5
Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework
Dong Wang, Yang Li, Ansong Ni +12
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Zhiyu Chen, Honglei Liu, Hu Xu +3
HTLM: Hyper-Text Pre-Training and Prompting of Language Models
Armen Aghajanyan, Dmytro Okhonko, Mike Lewis +4
Remarkably strong chemisorption of nitric oxide on insulating oxide films promoted by hybrid structure
Zhenjun Song, Bin Zhao, Hu Xu +1
Unusual dissociative adsorption of H2 over stoichiometric MgO thin film supported on molybdenum
Zhenjun Song, Hu Xu
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
Shuming Liu, Mingchen Zhuge, Changsheng Zhao +20
Zero-Shot Aspect-Based Sentiment Analysis
Lei Shu, Hu Xu, Bing Liu +1
CiT: Curation in Training for Effective Vision-Language Data
Hu Xu, Saining Xie, Po-Yao Huang +5
The formation of boron sheet at the Ag(111) surface: From clusters, ribbons, to monolayers
Shao-Gang Xu, Yu-Jun Zhao, Ji-Hai Liao +2
Multicolor groups for molecules and solids
Hai-Yang Ma, Shihao Zhang, Hu Xu +2
Realization of Practical Eightfold Fermions and Fourfold van Hove Singularity in TaCoTe
Hongtao Rong, Zhenqiao Huang, Xin Zhang +20
WorldBench: A Challenging and Visually Diverse Multimodal Reasoning Benchmark
Yida Yin, Harish Krishnakumar, Chung Peng Lee +9
DepthLM: Metric Depth From Vision Language Models
Zhipeng Cai, Ching-Feng Yeh, Hu Xu +7
User Memory Reasoning for Conversational Recommendation
Hu Xu, Seungwhan Moon, Honglei Liu +3
An Introduction to Vision-Language Modeling
Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay +38
DOC: Deep Open Classification of Text Documents
Lei Shu, Hu Xu, Bing Liu
Derivation of an effective plate theory for parallelogram origami from bar and hinge elasticity
Hu Xu, Ian Tobasco, Paul Plucinsky
Three-dimensional Dirac Phonons with Inversion Symmetry
Zhongjia Chen, Rui Wang, Bowen Xia +4
Co-Imitation Learning without Expert Demonstration
Kun-Peng Ning, Hu Xu, Kun Zhu +1
MoDE: CLIP Data Experts via Clustering
Jiawei Ma, Po-Yao Huang, Saining Xie +5
Diffusion Models as Masked Autoencoders
Chen Wei, Karttikeya Mangalam, Po-Yao Huang +7
Spontaneous dehydrogenation of methanol over defect-free MgO(100) thin film deposited on molybdenum
Zhenjun Song, Hu Xu
Recipe for Dirac Phonon States with Quantized Valley Berry Phase in Two Dimensional Hexagonal Lattices
Yuanjun Jin, Rui Wang, Hu Xu
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Hu Xu, Bing Liu, Lei Shu +1
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
Cijo Jose, Théo Moutakanni, Dahyun Kang +11
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao +14
One-dimensional phosphorus chain and two-dimensional blue phosphorene grown on Au(111) by molecular-beam epitaxy
Jin-Peng Xu, Jun-Qiu Zhang, Hao Tian +3
OceanBase Bacchus: a High-Performance and Scalable Cloud-Native Shared Storage Architecture for Multi-Cloud
Quanqing Xu, Mingqiang Zhuang, Chuanhui Yang +6
General Information Metrics for Improving AI Model Training Efficiency
Jianfeng Xu, Congcong Liu, Xiaoying Tan +8
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
Yung-Sung Chuang, Benjamin Cohen-Wang, Shannon Zejiang Shen +6
Open-world Learning and Application to Product Classification
Hu Xu, Bing Liu, Lei Shu +1
Flexibly-Structured Model for Task-Oriented Dialogues
Lei Shu, Piero Molino, Mahdi Namazifar +4
Two-Dimensional Semiconducting Boron Monolayers
Shao-Gang Xu, Xiao-Tian Li, Yu-Jun Zhao +3
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
Zixuan Ke, Bing Liu, Nianzu Ma +2
Review Conversational Reading Comprehension
Hu Xu, Bing Liu, Lei Shu +1
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution
Hu Xu, Bing Liu, Lei Shu +1
A Family Group of Two-dimensional Node-Line Semimetals
Yuanjun Jin, Rui Wang, Jinzhu Zhao +5
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks
Zixuan Ke, Bing Liu, Hu Xu +1
CM3: A Causal Masked Multimodal Model of the Internet
Armen Aghajanyan, Bernie Huang, Candace Ross +8
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding
Hu Xu, Gargi Ghosh, Po-Yao Huang +5
Controllable Text Generation with Focused Variation
Lei Shu, Alexandros Papangelis, Yi-Chia Wang +5
Mining Compatible/Incompatible Entities from Question and Answering via Yes/No Answer Classification using Distant Label Expansion
Hu Xu, Lei Shu, Jingyuan Zhang +1
Controlled CNN-based Sequence Labeling for Aspect Extraction
Lei Shu, Hu Xu, Bing Liu
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
Hu Xu, Bing Liu, Lei Shu +1
Lifelong Learning CRF for Supervised Aspect Extraction
Lei Shu, Hu Xu, Bing Liu
GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis
Hu Xu, Yang Jingling, Jia Sihan +2
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma +8
Identifying the Alloy Structures of Germanene Grown on Al(111) Surface
Feini Yan, Shaogang Xu, Chao He +3
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
Zixuan Ke, Hu Xu, Bing Liu
Prediction of topotactic transition from black to blue phosphorus induced by surface Br adsorption
Hao Tian, Wenjun Xie, Maohai Xie +3
Stability of hydrogenated group-IV nanostructures: magic structures of diamond nanocrystals and Silicon quantum dots
Xiaobao Yang, Hu Xu, Yu-Jun Zhao +1
Symmetry-assisted protection and compensation of hidden spin polarization in centrosymmetric systems
Yingjie Zhang, Pengfei Liu, Hongyi Sun +2
Generation of highly reactive oxygen species by co-adsorption of oxygen and water on metal-supported MgO(100) thinfilms
Zhenjun Song, Hu Xu
Perception Encoder: The best visual embeddings are not at the output of the network
Daniel Bolya, Po-Yao Huang, Peize Sun +15
Rational design principles of quantum anomalous Hall effect from superlattice-like magnetic topological insulators
Hongyi Sun, Bowen Xia, Zhongjia Chen +7
Cambrian-P: Pose-Grounded Video Understanding
Jihan Yang, Zifan Zhao, Xichen Pan +6
Text Quality-Based Pruning for Efficient Training of Language Models
Vasu Sharma, Karthik Padthe, Newsha Ardalani +8
Straight nodal-line phonons in symmorphic space groups
Guang Liu, Yuanjun Jin, Zhongjia Chen +1
Surface energy calculations from Zinc blende (111)/(-1-1-1) to Wurtzite (0001)/(000-1):a study of ZnO and GaN
Jingzhao Zhang, Yiou Zhang, Kinfai Tse +3
Supervised Opinion Aspect Extraction by Exploiting Past Extraction Results
Lei Shu, Bing Liu, Hu Xu +1
Large Band Gap Quantum Anomalous Hall Phase in Hexagonal Organometallic Frameworks
Yuanjun Jin, Zhongjia Chen, Bowen Xia +3
Modeling and computation of the effective elastic behavior of parallelogram origami metamaterials
Hu Xu, Frederic Marazzato, Paul Plucinsky
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
Hu Xu, Lei Shu, Philip S. Yu +1
Strain-Induced Water Dissociation on Supported Ultrathin Oxide Films
Zhenjun Song, Jing Fan, Hu Xu
A parameter-free statistical model for two-dimensional carbon nanostructures
Chang-Chun He, Shao-Gang Xu, Jiarui Zeng +4
CER: Complementary Entity Recognition via Knowledge Expansion on Large Unlabeled Product Reviews
Hu Xu, Sihong Xie, Lei Shu +1
Unseen Class Discovery in Open-world Classification
Lei Shu, Hu Xu, Bing Liu
Modeling Multi-Action Policy for Task-Oriented Dialogues
Lei Shu, Hu Xu, Bing Liu +1
In Pursuit of Pixel Supervision for Visual Pre-training
Lihe Yang, Shang-Wen Li, Yang Li +5
Triple hourglass Weyl phonons
Guang Liu, Zhongjia Chen, Peng Wu +1
Demystifying CLIP Data
Hu Xu, Saining Xie, Xiaoqing Ellen Tan +7
Adapting a Language Model While Preserving its General Knowledge
Zixuan Ke, Yijia Shao, Haowei Lin +3
Continual Training of Language Models for Few-Shot Learning
Zixuan Ke, Haowei Lin, Yijia Shao +3
Entropy-driven electron density and effective model Hamiltonian for boron systems
Chang-Chun He, Shao-Gang Xu, Yu-Jun Zhao +2
The Llama 3 Herd of Models
Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri +556
Averaged Evaluation Masks Capability Trade-Offs: Multi-Source Calibration for High-Sparsity LLM Pruning
Hu Xu, Zhaolong Xing, Congcong Liu +5
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Hu Xu, Bing Liu, Lei Shu +1