Publications (97)
Crossing the Kolmogorov-Smirnov Boundary: Exact Tails, Sharp Bounds, and Broken Pivots
Elvis Han Cui, Yihao Li, Zhuang Liu
Memorization in 3D Shape Generation: An Empirical Study
Shu Pu, Boya Zeng, Kaichen Zhou +2
Meta CLIP 2: A Worldwide Scaling Recipe
Yung-Sung Chuang, Yang Li, Dong Wang +13
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning
Arnav Chavan, Zhuang Liu, Deepak Gupta +2
Lumen Shape Reconstruction using a Soft Robotic Balloon Catheter and Electrical Impedance Tomography
James Avery, Mark Runciman, Cristina Fiani +5
Transformers without Normalization
Jiachen Zhu, Xinlei Chen, Kaiming He +2
A thermodynamic metric quantitatively predicts disordered protein partitioning and multicomponent phase behavior
Zhuang Liu, Beijia Yuan, Mihir Rao +2
Exploring Simple and Transferable Recognition-Aware Image Processing
Zhuang Liu, Hung-Ju Wang, Tinghui Zhou +4
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning
Yinbo Chen, Zhuang Liu, Huijuan Xu +2
Semantic Graph Representation Learning for Handwritten Mathematical Expression Recognition
Zhuang Liu, Ye Yuan, Zhilong Ji +2
Contrastive Learning for Recommender System
Zhuang Liu, Yunpu Ma, Yuanxin Ouyang +1
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders
Sanghyun Woo, Shoubhik Debnath, Ronghang Hu +4
Protein Microarrays with Carbon Nanotubes as Multi-Color Raman Labels
Zhuo Chen, Scott M. Tabakman, Andrew P. Goodwin +10
Hide-and-Shill: A Reinforcement Learning Framework for Market Manipulation Detection in Symphony-a Decentralized Multi-Agent System
Ronghua Shi, Yiou Liu, Yuchun Feng +3
Chemical-induced Disease Relation Extraction with Dependency Information and Prior Knowledge
Huiwei Zhou, Shixian Ning, Yunlong Yang +3
Supramolecular Stacking of Doxorubicin on Carbon Nanotubes for in vivo Cancer Therapy
Zhuang Liu, Alice C. Fan, Kavya Rakhra +6
Few Sample Knowledge Distillation for Efficient Network Compression
Tianhong Li, Jianguo Li, Zhuang Liu +1
CEO-Bench: Can Agents Play the Long Game?
Haozhe Chen, Karthik Narasimhan, Zhuang Liu
Drug delivery with carbon nanotubes for in vivo cancer treatment
Zhuang Liu, Kai Chen, Corrine Davis +4
UEval: A Benchmark for Unified Multimodal Generation
Bo Li, Yida Yin, Wenhao Chai +2
ImageBind: One Embedding Space To Bind Them All
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu +4
Nano-Graphene Oxide for Cellular Imaging and Drug Delivery
Xiaoming Sun, Zhuang Liu, Kevin Welsher +4
PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations
Yuhe Wu, Guangyu Wang, Yuran Chen +6
PEG Branched Polymer for Functionalization of Nanomaterials with Ultralong Blood Circulation
Giuseppe Prencipe, Scott M. Tabakman, Kevin Welsher +5
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION
Zhuang Liu, Zhichao Zhao, Ye Yuan +3
Few-shot Object Detection via Feature Reweighting
Bingyi Kang, Zhuang Liu, Xin Wang +3
Rethinking the Value of Network Pruning
Zhuang Liu, Mingjie Sun, Tinghui Zhou +2
Object Detection from Scratch with Deep Supervision
Zhiqiang Shen, Zhuang Liu, Jianguo Li +3
Deep Networks with Stochastic Depth
Gao Huang, Yu Sun, Zhuang Liu +2
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
Shuming Liu, Mingchen Zhuge, Changsheng Zhao +20
Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty
Haoxuan Li, Yuanxin Ouyang, Zhuang Liu +2
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy
Kirill Vishniakov, Zhiqiang Shen, Zhuang Liu
A ConvNet for the 2020s
Zhuang Liu, Hanzi Mao, Chao-Yuan Wu +3
VisionFoundry: Teaching VLMs Visual Perception with Synthetic Images
Guanyu Zhou, Yida Yin, Wenhao Chai +3
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
A Simple and Effective Pruning Approach for Large Language Models
Mingjie Sun, Zhuang Liu, Anna Bair +1
Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenization
Bo Yang, Chen Wang, Xiaoshuang Ma +3
SoFlow: Solution Flow Models for One-Step Generative Modeling
Tianze Luo, Haotian Yuan, Zhuang Liu
AutoCode: LLMs as Problem Setters for Competitive Programming
Shang Zhou, Zihan Zheng, Kaiyuan Liu +18
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts
Yu Sun, Xiaolong Wang, Zhuang Liu +3
Knowledge-guided Convolutional Networks for Chemical-Disease Relation Extraction
Huiwei Zhou, Chengkun Lang, Zhuang Liu +3
Mobile-MMLU: A Mobile Intelligence Language Understanding Benchmark
Sondos Mahmoud Bsharat, Mukul Ranjan, Aidar Myrzakhan +6
Generative Modeling of Weights: Generalization or Memorization?
Boya Zeng, Yida Yin, Zhiqiu Xu +1
Anytime Dense Prediction with Confidence Adaptivity
Zhuang Liu, Zhiqiu Xu, Hung-Ju Wang +2
Small LLMs: Pruning vs. Training from Scratch
Yufeng Xu, Taiming Lu, Kunjun Li +3
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
John Lambert, Zhuang Liu, Ozan Sener +2
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao +14
Densely Connected Convolutional Networks
Gao Huang, Zhuang Liu, Laurens van der Maaten +1
Strong Teacher Not Needed? On Distillation in LLM Pretraining
Taiming Lu, Zhuang Liu
HyperGVL: Benchmarking and Improving Large Vision-Language Models in Hypergraph Understanding and Reasoning
Yanbin Wei, Chun Kang, Siwei Li +11
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
Shengbang Tong, David Fan, Jiachen Zhu +7
PEGylated Nano-Graphene Oxide for Delivery of Water Insoluble Cancer Drugs
Zhuang Liu, Joshua T. Robinson, Xiaoming Sun +1
Convolutional Networks with Dense Connectivity
Gao Huang, Zhuang Liu, Geoff Pleiss +2
FrontierCS: Evolving Challenges for Evolving Intelligence
Qiuyang Mang, Wenhao Chai, Zhifei Li +48
A Parallel Orbital-updating Based Optimization Method for Electronic Structure Calculations
Xiaoying Dai, Zhuang Liu, Xin Zhang +1
End-to-End Context Compression at Scale
Ang Li, Sean McLeish, Haozhe Chen +12
Combining Context and Knowledge Representations for Chemical-Disease Relation Extraction
Huiwei Zhou, Yunlong Yang, Shixian Ning +4
GEM-4D: Geometry-Enhanced Video World Models for Robot Manipulation
Kaichen Zhou, Yuzhen Chen, Fangneng Zhan +8
DSOD: Learning Deeply Supervised Object Detectors from Scratch
Zhiqiang Shen, Zhuang Liu, Jianguo Li +3
A Comprehensive Survey on Database Management System Fuzzing: Techniques, Taxonomy and Experimental Comparison
Xiyue Gao, Zhuang Liu, Jiangtao Cui +4
A optimization framework for herbal prescription planning based on deep reinforcement learning
Kuo Yang, Zecong Yu, Xin Su +7
Deconstructing Denoising Diffusion Models for Self-Supervised Learning
Xinlei Chen, Zhuang Liu, Saining Xie +1
A conjugate gradient method for electronic structure calculations
Xiaoying Dai, Zhuang Liu, Liwei Zhang +1
Massive Activations in Large Language Models
Mingjie Sun, Xinlei Chen, J. Zico Kolter +1
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
Zeping Li, Xinlong Yang, Ziheng Gao +7
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
Zhiqiang Shen, Zechun Liu, Zhuang Liu +3
A Review of Data Mining in Personalized Education: Current Trends and Future Prospects
Zhang Xiong, Haoxuan Li, Zhuang Liu +4
Mixed-Precision Computing in the GRIST Dynamical Core for Weather and Climate Modelling
Siyuan Chen, Yi Zhang, Yiming Wang +3
Regularization Matters in Policy Optimization
Zhuang Liu, Xuanlin Li, Bingyi Kang +1
Dropout Reduces Underfitting
Zhuang Liu, Zhiqiu Xu, Joseph Jin +2
Vero: An Open RL Recipe for General Visual Reasoning
Gabriel Sarch, Linrong Cai, Qunzhong Wang +3
Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection
Huiwei Zhou, Xuefei Li, Weihong Yao +4
Neural Network Diffusion
Kai Wang, Dongwen Tang, Boya Zeng +7
Understanding Bias in Large-Scale Visual Datasets
Boya Zeng, Yida Yin, Zhuang Liu
Leveraging Prior Knowledge for Protein-Protein Interaction Extraction with Memory Network
Huiwei Zhou, Zhuang Liu, Shixian Ning +4
Idiosyncrasies in Large Language Models
Mingjie Sun, Yida Yin, Zhiqiu Xu +2
Learning Efficient Convolutional Networks through Network Slimming
Zhuang Liu, Jianguo Li, Zhiqiang Shen +3
Snapshot Ensembles: Train 1, get M for free
Gao Huang, Yixuan Li, Geoff Pleiss +3
Initializing Models with Larger Ones
Zhiqiu Xu, Yanjie Chen, Kirill Vishniakov +5
DustNET: enabling machine learning and AI models of dusty plasmas
Zhehui Wang, Justin C. Burton, Niklas Dormagen +30
Stronger Normalization-Free Transformers
Mingzhi Chen, Taiming Lu, Jiachen Zhu +2
Scaling Language-Free Visual Representation Learning
David Fan, Shengbang Tong, Jiachen Zhu +8
Oxidation Resistant Germanium Nanowires: Bulk Synthesis, Long Chain Alkanethiol Functionalization and Langmuir-Blodgett Assembly
Dunwei Wang, Ying-Lan Chang, Zhuang Liu +1
A Decade's Battle on Dataset Bias: Are We There Yet?
Zhuang Liu, Kaiming He
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space
Arnav Chavan, Zhiqiang Shen, Zhuang Liu +3
Carbon Nanotubes in Biology and Medicine: in vitro and in vivo Detection, Imaging and Drug Delivery
Zhuang Liu, Scott Tabakman, Kevin Welsher +1
Multiplexed Multi-Color Raman Imaging of Live Cells with Isotopically Modified Single Walled Carbon Nanotubes
Zhuang Liu, Xiaolin Li, Scott M. Tabakman +3
A Coefficient Makes SVRG Effective
Yida Yin, Zhiqiu Xu, Zhiyuan Li +2
Tuneable ion selectivity in vermiculite membranes intercalated with unexchangeable ions
Zhuang Liu, Yumei Tan, Jianhao Qian +8
Preparation of Carbon Nanotube Bioconjugates for Biomedical Applications
Zhuang Liu, Scott Tabakman, Zhuo Chen +1
VLM3: Vision Language Models Are Native 3D Learners
Zhipeng Cai, Zhuang Liu, Yunyang Xiong +3
World Model for Robot Learning: A Comprehensive Survey
Bohan Hou, Gen Li, Jindou Jia +15
Explainable Few-shot Knowledge Tracing
Haoxuan Li, Jifan Yu, Yuanxin Ouyang +4
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
Shengbang Tong, Zhuang Liu, Yuexiang Zhai +3
i1: A Simple and Fully Open Recipe for Strong Text-to-Image Models
Boya Zeng, Tianze Luo, Shu Pu +4
Multiplexed five-color molecular imaging of cancer cells and tumor tissues with carbon nanotube Raman tags in the near-infrared
Zhuang Liu, Scott Tabakman, Sarah Sherlock +5