Publications (273)
TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer
Huimin Xiong, Kunle Li, Kaiyuan Tan +6
Reentrant quantum anomalous Hall effect in molecular beam epitaxy-grown MnBi2Te4 thin films
Yuanzhao Li, Yunhe Bai, Yang Feng +16
Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation
Yang Feng, Shuhao Gu, Dengji Guo +2
Beyond MLE: Convex Learning for Text Generation
Chenze Shao, Zhengrui Ma, Min Zhang +1
Local quasi-likelihood with a parametric guide
Jianqing Fan, Yichao Wu, Yang Feng
NeuralVis: Visualizing and Interpreting Deep Learning Models
Xufan Zhang, Ziyue Yin, Yang Feng +3
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms
Ye Tian, Haolei Weng, Yang Feng
Cross-status Communication and Project Outcomesin OSS Development A Language Style Matching Perspective
Yisi Han, Zhendong Wang, Yang Feng +2
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
Mengyu Bu, Shaolei Zhang, Zhongjun He +2
Will Sanders Supporters Jump Ship for Trump? Fine-grained Analysis of Twitter Followers
Yu Wang, Yang Feng, Xiyang Zhang +2
Overcoming Non-monotonicity in Transducer-based Streaming Generation
Zhengrui Ma, Yang Feng, Min Zhang
Nested Model Averaging on Solution Path for High-dimensional Linear Regression
Yang Feng, Qingfeng Liu
Design-Based Causal Inference with Missing Outcomes: Missingness Mechanisms, Imputation-Assisted Randomization Tests, and Covariate Adjustment
Siyu Heng, Jiawei Zhang, Yang Feng
GTM: A Generative Triple-Wise Model for Conversational Question Generation
Lei Shen, Fandong Meng, Jinchao Zhang +2
Software Engineering Practice in the Development of Deep Learning Applications
Xufan Zhang, Yilin Yang, Yang Feng +1
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
Zikai Xiao, Zihan Chen, Liyinglan Liu +6
C2RustXW: Program-Structure-Aware C-to-Rust Translation via Program Analysis and LLM
Yanyan Yan, Yang Feng, Jiangshan Liu +4
Quantized anomalous Hall resistivity achieved in molecular beam epitaxy-grown MnBi2Te4 thin films
Yunhe Bai, Yuanzhao Li, Jianli Luan +17
TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer
Huimin Xiong, Kunle Li, Kaiyuan Tan +4
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables
Lei Shen, Yang Feng, Haolan Zhan
Back Translation for Speech-to-text Translation Without Transcripts
Qingkai Fang, Yang Feng
BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment
Shaolei Zhang, Kehao Zhang, Qingkai Fang +4
Correlation between magnetic domain structures and quantum anomalous Hall effect in epitaxial MnBi2Te4 thin films
Yang Shi, Yunhe Bai, Yuanzhao Li +16
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
Shaolei Zhang, Qingkai Fang, Shoutao Guo +3
Spatio-temporal Video Re-localization by Warp LSTM
Yang Feng, Lin Ma, Wei Liu +1
Direct visualization of edge state in even-layer MnBi2Te4 at zero magnetic field
Weiyan Lin, Yang Feng, Yongchao Wang +12
Influences of the dissipative topological edge state on quantized transport in MnBi2Te4
Weiyan Lin, Yang Feng, Yongchao Wang +9
A ROAD to Classification in High Dimensional Space
Jianqing Fan, Yang Feng, Xin Tong
Addressing the Length Bias Problem in Document-Level Neural Machine Translation
Zhuocheng Zhang, Shuhao Gu, Min Zhang +1
DecoderTracker: Decoder-Only Method for Multiple-Object Tracking
Liao Pan, Yang Feng, Zhao Wenhui +2
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation
Chenze Shao, Yang Feng, Xilin Chen
Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework
Shaolei Zhang, Yang Feng
Tuning Parameter Selection in Regularized Estimations of Large Covariance Matrices
Yixin Fang, Binhuan Wang, Yang Feng
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation
Chenze Shao, Xuanfu Wu, Yang Feng
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search
Shoutao Guo, Shaolei Zhang, Yang Feng
Direct visualization of percolating metal-insulator transition in V2O3 using scanning microwave impedance microscopy
Weiyan Lin, Huanyu Zhang, Yoav Kalcheim +9
Modeling Fluency and Faithfulness for Diverse Neural Machine Translation
Yang Feng, Wanying Xie, Shuhao Gu +4
Modeling Dual Read/Write Paths for Simultaneous Machine Translation
Shaolei Zhang, Yang Feng
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space
Shaolei Zhang, Tian Yu, Yang Feng
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation
Chenze Shao, Yang Feng
Nonparametric Independence Screening via Favored Smoothing Bandwidth
Yang Feng, Yichao Wu, Leonard Stefanski
Decoder-only Streaming Transformer for Simultaneous Translation
Shoutao Guo, Shaolei Zhang, Yang Feng
PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray
Wen Ma, Huikai Wu, Zikai Xiao +3
Robust and Adaptive Spectral Method for Representation Multi-Task Learning with Contamination
Yian Huang, Yang Feng, Zhiliang Ying
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation
Chenze Shao, Yang Feng
Partial Distance Correlation Screening for High Dimensional Time Series
Kashif Yousuf, Yang Feng
Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models
Jianqing Fan, Yang Feng, Rui Song
Efficient Training for Cross-lingual Speech Language Models
Yan Zhou, Qingkai Fang, Yun Hong +1
Direct observation of chiral edge current at zero magnetic field in odd-layer MnBi$_2$Te$_4$
Jinjiang Zhu, Yang Feng, Xiaodong Zhou +14
Relational Surrogate Loss Learning
Tao Huang, Zekang Li, Hua Lu +6
Network exploration via the adaptive LASSO and SCAD penalties
Jianqing Fan, Yang Feng, Yichao Wu
Learnable Privacy Neurons Localization in Language Models
Ruizhe Chen, Tianxiang Hu, Yang Feng +1
Bayesian quantile regression with approximate likelihood
Yang Feng, Yuguo Chen, Xuming He
Federated Transfer Learning with Differential Privacy
Mengchu Li, Ye Tian, Yang Feng +1
MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs
Jianhui Wei, Zijie Meng, Zikai Xiao +5
The Role of Measured Covariates in Assessing Sensitivity to Unmeasured Confounding
Abhinandan Dalal, Iris Horng, Yang Feng +1
On the estimation of correlation in a binary sequence model
Haolei Weng, Yang Feng
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
Shangtong Gui, Chenze Shao, Zhengrui Ma +3
Variational Nonparametric Inference in Functional Stochastic Block Model
Zuofeng Shang, Peijun Sang, Yang Feng +1
DeepGini: Prioritizing Massive Tests to Enhance the Robustness of Deep Neural Networks
Yang Feng, Qingkai Shi, Xinyu Gao +3
3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images
Yifu Zhang, Zuozhu Liu, Yang Feng +1
When Does Visual Token Pruning Improve Calibration? The Role of Evidence Coverage in MLLMs
Kaizhen Tan, Yang Feng, Heqing Du +3
Importance-based Neuron Allocation for Multilingual Neural Machine Translation
Wanying Xie, Yang Feng, Shuhao Gu +1
FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
Shoutao Guo, Shaolei Zhang, Qingkai Fang +3
Tactics and Tallies: Inferring Voter Preferences in the 2016 U.S. Presidential Primaries Using Sparse Learning
Yu Wang, Yang Feng, Xiyang Zhang +1
PSO-Merging: Merging Models Based on Particle Swarm Optimization
Kehao Zhang, Shaolei Zhang, Yang Feng
Neyman-Pearson Multi-class Classification via Cost-sensitive Learning
Ye Tian, Yang Feng
Intergenerational Test Generation for Natural Language Processing Applications
Pin Ji, Yang Feng, Weitao Huang +2
Observation of the zero Hall plateau in a quantum anomalous Hall insulator
Yang Feng, Xiao Feng, Yunbo Ou +10
Magnetic quantum phase transition in Cr-doped Bi2(SexTe1-x)3 driven by the Stark effect
Zuocheng Zhang, Xiao Feng, Jing Wang +11
Gate Tunable Supercurrent in Josephson Junctions Based on Bi2Te3 Topological Insulator Thin Films
Wei-Xiong Wu, Yang Feng, Yun-He Bai +13
Modality-Fair Preference Optimization for Trustworthy MLLM Alignment
Songtao Jiang, Yan Zhang, Ruizhe Chen +6
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis
Jiaxiang Liu, Tianxiang Hu, Yan Zhang +3
Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts
Tian Yu, Shaolei Zhang, Yang Feng
ReLog: Execution-Aware Logging with Runtime Feedback for LLM-Oriented Debugging
Xin Wang, Yang Feng, Xiaoqian Jiao +4
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities
Xinyu Gao, Zhijie Wang, Yang Feng +3
Agent-SiMT: Agent-assisted Simultaneous Machine Translation with Large Language Models
Shoutao Guo, Shaolei Zhang, Zhengrui Ma +2
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation
Chenze Shao, Yang Feng, Jinchao Zhang +3
Sequence-Level Training for Non-Autoregressive Neural Machine Translation
Chenze Shao, Yang Feng, Jinchao Zhang +2
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
Zhuofan Wen, Shangtong Gui, Yang Feng
Spectral clustering via adaptive layer aggregation for multi-layer networks
Sihan Huang, Haolei Weng, Yang Feng
Regularization after retention in ultrahigh dimensional linear regression models
Haolei Weng, Yang Feng, Xingye Qiao
Simultaneous Machine Translation with Tailored Reference
Shoutao Guo, Shaolei Zhang, Yang Feng
PanicFI: An Infrastructure for Fixing Panic Bugs in Real-World Rust Programs
Yunbo Ni, Yang Feng, Zixi Liu +2
Do They All Look the Same? Deciphering Chinese, Japanese and Koreans by Fine-Grained Deep Learning
Yu Wang, Haofu Liao, Yang Feng +2
Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing
Shengcheng Yu, Chunrong Fang, Yexiao Yun +1
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness
Ye Tian, Yuqi Gu, Yang Feng
Towards Distribution-Agnostic Generalized Category Discovery
Jianhong Bai, Zuozhu Liu, Hualiang Wang +7
ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection
Shihao Weng, Yang Feng, Jinrui Zhang +3
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation
Chenze Shao, Jinchao Zhang, Yang Feng +2
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment
Xiaotian Zhang, Ruizhe Chen, Yang Feng +1
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications
Jin Hao, Jiaxiang Liu, Jin Li +17
Fast Model Debias with Machine Unlearning
Ruizhe Chen, Jianfei Yang, Huimin Xiong +7
Operation Scheme Optimizations to Achieve Ultra-high Endurance (1010) in Flash Memory with Robust Reliabilities
Yang Feng, Zhaohui Sun, Chengcheng Wang +8
Future-Guided Incremental Transformer for Simultaneous Translation
Shaolei Zhang, Yang Feng, Liangyou Li
Antiferromagnetic Quantum Anomalous Hall Effect Modulated by Spin Flips and Flops
Zichen Lian, Yongchao Wang, Yongqian Wang +11
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation
Qingkai Fang, Rong Ye, Lei Li +2
Disentangling the magnetoelectric and thermoelectric transport in topological insulator thin films
Jinsong Zhang, Xiao Feng, Yong Xu +14
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation
Langlin Huang, Mengyu Bu, Yang Feng
How Many Bits Can an Adapter Write? Measuring the Capacity and Memorization of Parameter-Efficient Fine-Tuning
Kaizhen Tan, Heqing Du, Yang Feng