Publications (100)
Anyprefer: An Agentic Framework for Preference Data Synthesis
Yiyang Zhou, Zhaoyang Wang, Tianle Wang +13
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
Weixia Zhang, Guangtao Zhai, Ying Wei +2
Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects
Huichen Zhu, Yifei Sun, Ying Wei
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models
Shengzhuang Chen, Yikai Liao, Xiaoxiao Sun +2
High-fidelity 3D Reconstruction of Plants using Neural Radiance Field
Kewei Hu, Ying Wei, Yaoqiang Pan +2
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19
Yifan Zhang, Shuaicheng Niu, Zhen Qiu +6
Discussion of "Multivariate quantiles and multiple-output regression quantiles: From $L_1$ optimization to halfspace depth"
Ying Wei
One-Token Verification for Reasoning Correctness Estimation
Zhan Zhuang, Xiequn Wang, Zebin Chen +4
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT
Liang Sun, Zhanhao Mo, Fuhua Yan +14
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation
Geng-Xin Xu, Chen Liu, Jun Liu +9
Asymptotics of nonparametric L-1 regression models with dependent data
Zhibiao Zhao, Ying Wei, Dennis K. J. Lin
Learning Visual Generative Priors without Text
Shuailei Ma, Kecheng Zheng, Ying Wei +7
Refine Large Language Model Fine-tuning via Instruction Vector
Gangwei Jiang, Zhaoyi Li, Defu Lian +1
A unified quantile framework for nonlinear heterogeneous transcriptome-wide associations
Tianying Wang, Iuliana Ionita-Laza, Ying Wei
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering
Juan Zha, Zheng Li, Ying Wei +1
Self-Supervised Text Erasing with Controllable Image Synthesis
Gangwei Jiang, Shiyao Wang, Tiezheng Ge +3
Parallel energy-stable phase field crystal simulations based on domain decomposition methods
Ying Wei, Chao Yang, Jizu Huang
Quantum photonic frequency processor on thin-film lithium niobate
Ran Yang, Wei Zhou, Dong-Jie Guo +11
TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation
Haokun Lin, Teng Wang, Yixiao Ge +6
Detecting the open-world objects with the help of the Brain
Shuailei Ma, Yuefeng Wang, Ying Wei +5
Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models
Zhaoyi Li, Jiatong Li, Gangwei Jiang +3
Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts
Shengzhuang Chen, Ying Wei, Jonathan Richard Schwarz
Hybrid Open-Ended Tri-Evolution Makes Better Deep Researcher
Hongming Piao, Chi Liu, Mengzhuo Chen +5
Frustratingly Easy Transferability Estimation
Long-Kai Huang, Ying Wei, Yu Rong +2
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia
Xi Ouyang, Jiayu Huo, Liming Xia +15
Learning to Multitask
Yu Zhang, Ying Wei, Qiang Yang
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
Zekun Li, Wei Zhao, Feng Shi +9
Discussion paper. Conditional growth charts
Ying Wei, Xuming He
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
Haokun Lin, Haobo Xu, Yichen Wu +6
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis
Yifan Zhang, Ying Wei, Peilin Zhao +4
Estimating Effects of Longitudinal Modified Treatment Policies (LMTPs) on Rates of Change in Health Outcomes
Anja Shahu, Weijie Xia, Ying Wei +1
AVFSNet: Audio-Visual Speech Separation for Flexible Number of Speakers with Multi-Scale and Multi-Task Learning
Daning Zhang, Ying Wei
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
Gangwei Jiang, Caigao Jiang, Zhaoyi Li +5
Learning to Transfer
Ying Wei, Yu Zhang, Qiang Yang
EchoBench: Benchmarking Sycophancy in Medical Large Vision-Language Models
Botai Yuan, Yutian Zhou, Yingjie Wang +9
Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification
Feng Shi, Liming Xia, Fei Shan +7
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning
Zheng Li, Xin Li, Ying Wei +3
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction
Yemin Yu, Luotian Yuan, Ying Wei +4
Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs
Haokun Lin, Haobo Xu, Yichen Wu +6
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
Yichen Wu, Hongming Piao, Long-Kai Huang +6
Hypergraph Learning for Identification of COVID-19 with CT Imaging
Donglin Di, Feng Shi, Fuhua Yan +12
ZIKQ: An innovative centile chart method for utilizing natural history data in rare disease clinical development
Tianying Wang, Wenfei Zhang, Ying Wei
Modeling Heterogeneity and Missing Data of Multiple Longitudinal Outcomes in Electronic Health Records
Rebecca Anthopolos, Ying Wei, Qixuan Chen
Integrating chemical structures as treatments improves representations of microscopy images for morphological profiling
Yemin Yu, Emre Hayir, Neil Tenenholtz +5
Regression based principal component analysis for sparse functional data with applications to screening growth paths
Wenfei Zhang, Ying Wei
Profile control charts based on nonparametric $L$-1 regression methods
Ying Wei, Zhibiao Zhao, Dennis K. J. Lin
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
Tianqi Zhong, Zhaoyi Li, Quan Wang +4
When Structured Sparse Autoencoders Learn Consistent Concepts Across Modalities
Weiduo Liao, Yunqiao Yang, Ying Wei
Transferable Neural Processes for Hyperparameter Optimization
Ying Wei, Peilin Zhao, Huaxiu Yao +1
Concept-wise Fine-tuning Matters in Preventing Negative Transfer
Yunqiao Yang, Long-Kai Huang, Ying Wei
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
Haokun Lin, Haoli Bai, Zhili Liu +5
Parallel energy-stable solver for a coupled Allen-Cahn and Cahn-Hilliard system
Jizu Huang, Chao Yang, Ying Wei
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification
Zheng Li, Ying Wei, Yu Zhang +3
Understanding and Patching Compositional Reasoning in LLMs
Zhaoyi Li, Gangwei Jiang, Hong Xie +3
CopRA: A Progressive LoRA Training Strategy
Zhan Zhuang, Xiequn Wang, Yulong Zhang +3
Learning to Substitute Spans towards Improving Compositional Generalization
Zhaoyi Li, Ying Wei, Defu Lian
Improving Generalization in Meta-learning via Task Augmentation
Huaxiu Yao, Longkai Huang, Linjun Zhang +5
A Scheme for Deterministic N-photon State Generation Using Lithium Niobate on Insulator Device
Hua-Ying Liu, Minghao Shang, Xiaoyi Liu +6
High Success Probability, Fidelity, and Purity Nonlinear Optical Two-Qubit Gates on Chip
Minghao Shang, Hua-Ying Liu, Ying Wei +5
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge
Yue Sun, Kun Gao, Zhengwang Wu +30
Post-Selection Inference for Generalized Linear Models with Many Controls
Alexandre Belloni, Victor Chernozhukov, Ying Wei
Transition of defect patterns from 2D to 3D in liquid crystals
Yang Qu, Ying Wei, Pingwen Zhang
Learning Where to Edit Vision Transformers
Yunqiao Yang, Long-Kai Huang, Shengzhuang Chen +2
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts
Shengzhuang Chen, Jihoon Tack, Yunqiao Yang +3
Learning to generate imaginary tasks for improving generalization in meta-learning
Yichen Wu, Long-Kai Huang, Ying Wei
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis
Yifan Zhang, Ying Wei, Qingyao Wu +4
Rethinking Memory as Continuously Evolving Connectivity
Jizhan Fang, Buqiang Xu, Zhixian Wang +12
Wasserstein Distributional Learning
Chengliang Tang, Nathan Lenssen, Ying Wei +1
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
Gangwei Jiang, Yahui Liu, Zhaoyi Li +5
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt
Gangwei Jiang, Caigao Jiang, Siqiao Xue +4
On the Role of Reasoning Patterns in the Generalization Discrepancy of Long Chain-of-Thought Supervised Fine-Tuning
Zhaoyi Li, Xiangyu Xi, Zhengyu Chen +6
Resolving Conflicts in Lifelong Learning via Aligning Updates in Subspaces
Yueer Zhou, Yichen Wu, Ying Wei
CREAM: Consistency Regularized Self-Rewarding Language Models
Zhaoyang Wang, Weilei He, Zhiyuan Liang +5
Understanding the Multi-modal Prompts of the Pre-trained Vision-Language Model
Shuailei Ma, Chen-Wei Xie, Ying Wei +5
DuQuant++: Fine-grained Rotation Enhances Microscaling FP4 Quantization
Haokun Lin, Xinle Jia, Haobo Xu +7
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector
Shuailei Ma, Yuefeng Wang, Ying Wei +4
RoBoSR: Structured Scene Representations for Embodied Robotic Reasoning
Kewei Hu, Wanchan Yu, Fangwen Chen +6
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
Weichuan Wang, Zhaoyi Li, Defu Lian +3
Adaptive and Efficient Learning with Blockwise Missing and Semi-Supervised Data
Yiming Li, Ruoyu Wang, Ying Wei +1
Meta-learning with an Adaptive Task Scheduler
Huaxiu Yao, Yu Wang, Ying Wei +4
Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
Huaxiu Yao, Yiding Liu, Ying Wei +2
Rejoinder: Conditional Growth Charts
Ying Wei, Xuming He
Self-Supervised Graph Transformer on Large-Scale Molecular Data
Yu Rong, Yatao Bian, Tingyang Xu +4
Hierarchically Structured Meta-learning
Huaxiu Yao, Ying Wei, Junzhou Huang +1
Mixture of Low Rank Adaptation with Partial Parameter Sharing for Time Series Forecasting
Licheng Pan, Zhichao Chen, Haoxuan Li +5
FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection
Shuailei Ma, Yuefeng Wang, Shanze Wang +1
Integrated Quantile RAnk Test (iQRAT) for gene-level associations
Tianying Wang, Iuliana Ionita-Laza, Ying Wei
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation
Zhan Zhuang, Xiequn Wang, Wei Li +9
CellFMCount: A Fluorescence Microscopy Dataset, Benchmark, and Methods for Cell Counting
Abdurahman Ali Mohammed, Catherine Fonder, Ying Wei +4
Fisher Deep Domain Adaptation
Yinghua Zhang, Yu Zhang, Ying Wei +3
Learning to Substitute Components for Compositional Generalization
Zhaoyi Li, Gangwei Jiang, Chenwang Wu +3
CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection
Shuailei Ma, Yuefeng Wang, Jiaqi Fan +4
Improving Alignment in LVLMs with Debiased Self-Judgment
Sihan Yang, Chenhang Cui, Zihao Zhao +4
Quantile Graph Discovery through QuACC: Quantile Association via Conditional Concordance
Zain Khan, Daniel Malinsky, Martin Picard +3
From Words to Molecules: A Survey of Large Language Models in Chemistry
Chang Liao, Yemin Yu, Yu Mei +1
Discriminative-Region Attention and Orthogonal-View Generation Model for Vehicle Re-Identification
Huadong Li, Yuefeng Wang, Ying Wei +2
Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention
Zhihao Lei, Lin Qi, Ying Wei +1
Uniformly Valid Post-Regularization Confidence Regions for Many Functional Parameters in Z-Estimation Framework
Alexandre Belloni, Victor Chernozhukov, Denis Chetverikov +1
IKOD: Mitigating Visual Attention Degradation in Large Vision-Language Models
Jiabing Yang, Chenhang Cui, Yiyang Zhou +6
Graph Few-shot Learning via Knowledge Transfer
Huaxiu Yao, Chuxu Zhang, Ying Wei +5