百晓学者学者目录

杨威

博士生导师、博导、教授、硕导，北京航空航天大学

精选作品

期刊论文

2025

车联网边缘计算环境下基于流量预测的高效任务卸载策略研究

许小龙，杨威，杨辰翊，程勇，齐连永，项昊龙，窦万春

《电子学报》

2025

基于LSTM和海图约束的舰船航迹预测方法

赵汝健，杨威，巫震宇，曾虹程，陈杰，马雷

《北京航空航天大学学报》

DOI

2024

基于航迹概率假设密度的多传感器多目标跟踪

王志伟，刘永祥，杨威，卢哲俊

《系统工程与电子技术》

2024

多方位角融合SAR图像中“扇形”旁瓣分析

王亚敏，陈杰，杨威，曾虹程

《信号处理》

2024

视频合成孔径雷达技术发展现状综述

颜上取，付耀文，张文鹏，杨威，余若峰，张法桐

《系统工程与电子技术》

2024

微小型无人机载FMCW SAR宽波束运动补偿算法

张法桐，付耀文，杨威，张文鹏，颜上取

《系统工程与电子技术》

2024

基于分式二次规划的互模糊函数赋形方法

杨晨，吴蕾，杨威，姜卫东，刘永祥

《雷达学报(中英文)》

2024

基于检测-跟踪算法的多分量瞬时频率-调频率估计

卢杰，张文鹏，刘永祥，杨威

《系统工程与电子技术》

2023

基于测地线流式核的雷达目标高分辨距离像鲁棒识别方法

杨威，李玮杰，刘永祥，黎湘

《电子学报》

2022

非理想正交波形下分布式ISAR运动目标二维成像方法

李媛媛，付耀文，张文鹏，杨威

《电子与信息学报》

2022

基于迁移学习的雷达杂波幅度统计模型选择

杨立儒，刘永祥，杨威

《系统工程与电子技术》

2022

面向不同雷达任务的认知波形优化综述

余若峰，杨威，付耀文，张文鹏

《电子学报》

2022

基于三维联合识别网络的毫米波雷达手势识别方法

杨磊，张文鹏，姜卫东，杨威

《现代雷达》

2022

多旋翼无人机载SAR视线向运动误差补偿方法

黎涛，付耀文，张健丰，张文鹏，杨威

《信号处理》

2022

基于原点矩偏导的K分布杂波参数估计

杨立儒，刘永祥，杨威，沈亲沐

《信号处理》

2022

雷达图像深度学习模型的可解释性研究与探索

李玮杰，杨威，刘永祥，黎湘

《中国科学:信息科学》

2022

基于PSO-ELM的卫星导航欺骗式干扰检测

周彦，王山亮，杨威，易炯，张世仓，王冬丽，蔡成林

《导航定位与授时》

2022

高时相星载序贯SAR图像运动目标检测方法

陈杰，杨威，王亚敏，李春升

《雷达学报(中英文)》

2022

基于深度学习的SAR图像质量提升方法研究

刘艳芳，李春升，杨威

《上海航天(中英文)》

2021

基于连续信任函数理论的鲁棒雷达目标检测方法

杨威，刘永祥，付耀文，黎湘

《系统工程与电子技术》

2021

基于复数卷积-残差网络的雷达杂波幅度统计模型分类

张良，杨威，李玮杰，杨小琪，刘永祥

《系统工程与电子技术》

2020

圆迹合成孔径雷达成像技术综述

张健丰，付耀文，张文鹏，杨威，黎涛

《系统工程与电子技术》

2020

多方位角观测星载SAR技术研究

陈杰，杨威，王鹏波，曾虹程，门志荣，李春升

《雷达学报(中英文)》

2020

一种噪声环境下的雷达目标高分辨率距离像鲁棒识别方法

李玮杰，杨威，黎湘，刘永祥

《雷达学报(中英文)》

2018

月基SAR仿真成像研究

谷昕炜，陈杰，杨威，王鹏波

《无线电工程》

2018

多方位角多基线星载SAR三维成像方法研究

匡辉，杨威，王鹏波，陈杰

《雷达学报(中英文)》

2017

基于小波变换的多方位角SAR图像融合方法

石泉，李景文，杨威，曾虹程，张豪杰

《北京航空航天大学学报》

2016

基于FDTD的高保真SAR回波信号仿真方法

张豪杰，陈杰，杨威，李景文，曾虹程

《系统工程与电子技术》

2016

星载SAR技术的现状与发展趋势

李春升，王伟杰，王鹏波，陈杰，徐华平，杨威，于泽，孙兵，李景文

《电子与信息学报》

2016

基于Hybrid-TOPS的星载SAR运动目标监视新模式

王亚敏，陈杰，杨威，赵松涛

《北京航空航天大学学报》

2014

弱目标检测前跟踪技术研究综述

杨威，付耀文，潘晓刚，张志勇，黎湘

《电子学报》

2014

多通道星载合成孔径雷达姿态误差影响分析与补偿

匡辉，陈杰，杨威，王鹏波

《电波科学学报》

2014

波束跃度对星载SAR滑聚模式成像影响分析

曾虹程，陈杰，杨威，张豪杰

《北京航空航天大学学报》

2013

星载SAR成像处理算法综述

李春升，杨威，王鹏波

《雷达学报(中英文)》

2013

基于最优分配的多目标滤波系统性能评估

杨威，付耀文，黎湘

《系统工程与电子技术》

2013

证据建模研究综述

付耀文，杨威，庄钊文

《系统工程与电子技术》

2012

基于LGJMS-GMPHDF的多机动目标联合检测、跟踪与分类算法

杨威，付耀文，黎湘，龙建乾

《电子与信息学报》

2012

星载SAR滑动聚束模式三步扩展算法

杨威，李春升，陈杰，王鹏波

《北京航空航天大学学报》

2012

基于有限集统计学理论的目标跟踪技术研究综述

杨威，付耀文，龙建乾，黎湘

《电子学报》

2012

传感器动态可靠性评估与证据折扣

付耀文，贾宇平，杨威，庄钊文

《系统工程与电子技术》

2011

基于改进的PHD粒子滤波的多目标跟踪技术

龙建乾，杨威，付耀文

《信号处理》

2011

SAR渐进扫描模式波位线性设计方法

杨威，李春升，陈杰，薛伶玲

《系统工程与电子技术》

2011

时钟同步对星载多通道合成孔径雷达成像影响

杨威，李春升，陈杰，王鹏波

《电波科学学报》

2009

传感器可靠性相异的信任函数理论融合识别算法研究

杨威，贾宇平，付耀文

《信号处理》

2009

一种基于白化权函数的基本信任分配构造方法

贾宇平，杨威，付耀文，庄钊文

《信号处理》

2009

一种基于度量层信息的基本信任分配构造方法

贾宇平，杨威，付耀文，庄钊文

《电子与信息学报》

预印本

2026

GateMOT: Q-Gated Attention for Dense Object Tracking

Mingjin Lv, Zelin Liu, Feifei Shao, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang, Zikai Song

arXiv preprint

2026

When to Answer and When to Defer: A Decision Framework for Reliable Code Predictions

Ravishka Rathnasuriya, Wei Yang

arXiv preprint

2026

SegSEM: Enabling and Enhancing SAM2 for SEM Contour Extraction

Da Chen, Guangyu Hu, Kaihong Xu, Kaichao Liang, Songjiang Li, Wei Yang, XiangYu Wen, Mingxuan Yuan

arXiv preprint

2026

Coupling Macro Dynamics and Micro States for Long-Horizon Social Simulation

Yunyao Zhang, Yihao Ai, Zuocheng Ying, Qirui Mi, Junqing Yu, Wei Yang, Zikai Song

arXiv preprint

2026

Beyond Confidence: Rethinking Uncertainty Calibration in Deep Code Models

Ravishka Rathnasuriya, Wei Yang

arXiv preprint

2026

From Relevant Memories to Sufficient Evidence: Rethinking Memory Utilization in LLM Agents

Shixuan Li, Wei Yang, Peiyu Zhang, Anzhe Cheng, Heng Ping, Xiaole Zhang, Jesse Thomason, Xuezhe Ma, Yue Zhao, Paul Bogdan

arXiv preprint

2026

Hypergraph-State Collaborative Reasoning for Multi-Object Tracking

Zikai Song, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang, Xinchao Wang

arXiv preprint

2026

IntervenSim: Intervention-Aware Social Network Simulation for Opinion Dynamics

Yunyao Zhang, Zuocheng Ying, Xinglang Zhang, Junqing Yu, Peng Fang, Xu Chen, Wei Yang, Zikai Song

arXiv preprint

2026

LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents

Tianhao Zhao, Youjia Zhang, Hang Long, Jinshen Zhang, Wenbing Li, Yang Yang, Gongbo Zhang, Jozef Hladký, Matthias Nießner, Wei Yang

arXiv preprint

2026

COEVO: Co-Evolutionary Framework for Joint Functional Correctness and PPA Optimization in LLM-Based RTL Generation

Heng Ping, Peiyu Zhang, Shixuan Li, Wei Yang, Anzhe Cheng, Shukai Duan, Xiaole Zhang, Paul Bogdan

arXiv preprint

2026

ContextSniper: AntTrail's Token-Efficient Code Memory for Repository-Level Program Repair

Chiwang Luk, Matin Mohammad Najafi, Zhifeng Jia, Wei Yang, Xiuchang Li, Jinwei Zhu, Yang Ren, Lei Chen, Gao Cong

arXiv preprint

2026

UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems

Yiqun Chen, Wei Yang, Erhan Zhang, Shijie Wang, Qi Liu, Zechun Niu, Bin Zhang, Haitao Li, Rui Li, Lingyong Yan, Jinyuan Feng, Biqing Qi, Xiaochi Wei, Yan Gao, Yi Wu, Yao Hu, Jiaxin Mao

arXiv preprint

2026

UniMoFlow: Grounding Instruction-Driven 3D Human Motion Editing in Generation

Yilei Hua, Beibei Jing, Ce Zheng, Hanyu Zhou, Yawei Luo, Wei Yang

arXiv preprint

2026

OPIS: An Input-Grounded Benchmark for Multi-Object Memory in Video World Models

Hao Wang, Tao Yu, Liuzhou Zhang, HeXin Wang, Haopeng Jin, Yuxuan Zhou, Xinming Wang, Hongzhu Yi, Xinye Li, Yuanlei Wang, Ping Nie, Yan Huang, Yuxuan Zhang, Pengfei Zhou, Yanyan Zou, Wei Yang

arXiv preprint

2026

RankBuffer: Efficient Ranking-Based Rewards for Open-Ended Generation

Zixuan Yang, Yiqun Chen, Qi Liu, Wei Yang, Erhan Zhang, Liyi Chen, Qimeng Wang, Yan Gao, Jiaxin Mao

arXiv preprint

2026

Fast Matrix Multiplication in fp8: Certified Coefficient Optimization and Measured Error

Shuxiao Xie, Shuyang Xie, Yuan Cao, Dezhi Ran, Wei Yang, Tao Xie

arXiv preprint

2026

SARATR-X-v2: Scale-Aware Structural Pre-Training for SAR Foundation Models

Weijie Li, Yafei Song, Yongxiang Liu, Bowen Peng, Jie Zhou, Jingyuan Xia, Wei Yang, Tianpeng Liu, Zhen Liu, Li Liu

arXiv preprint

2026

Beyond Accuracy: Prefix-Invariant Realizations of Low-Precision Fast Matrix Multiplication

Shuxiao Xie, Shuyang Xie, Yuan Cao, Dezhi Ran, Wei Yang, Tao Xie

arXiv preprint

2026

Correct but Slow: An Empirical Study of the GPU Kernel Evaluation Gap in Modern Domain-Specific Languages

Tingxi Li, Ravishka Rathnasuriya, Wei Yang

arXiv preprint

2026

WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics

Chenxu Liu, Yingjie Fu, Wei Yang, Ying Zhang, Tao Xie

arXiv preprint

2026

Characterizing Overconfident Failure in LLM-Based Code Generation

Ravishka Rathnasuriya, Wei Yang

arXiv preprint

2026

AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

Tingxi Li, Mingfang Ji, Ravishka Shemal Rathnasuriya, Simin Chen, Yitao Hu, Wei Yang

arXiv preprint

2026

On-the-Fly Input Adaptation for Reliable Code Intelligence

Ravishka Rathnasuriya, Wei Yang

arXiv preprint

2026

WatchPoint: Executable User Feedback for Real-World Agentic Web Development

Guanqun Yang, Wei Yang, Xueqing Liu

arXiv preprint

2026

TileCas: Cascading Kernel Development Across Programming Abstractions

Xinyu Xiao, Zihe Song, Dezhi Ran, Wei Yang, Tao Xie

arXiv preprint

2026

Understanding Automated Web GUI Testing: An Empirical Study Across Exploration Strategies and State Abstractions

Chenxu Liu, Wei Yang, Ying Zhang, Tao Xie

arXiv preprint

2026

BackendForge: Benchmarking Agentic End-to-End Code Generation with Backend Services

Yuzhe Guo, Mengzhou Wu, Yuan Cao, Jialei Wei, Dezhi Ran, Wei Yang, Tao Xie

arXiv preprint

2025

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing

Wenbing Li, Zikai Song, Hang Zhou, Yunyao Zhang, Junqing Yu, Wei Yang

arXiv preprint

2025

Grounding Large Language Models as Generalizable Policies in Network Control

Duo Wu, Linjia Kang, Zhimin Wang, Fangxin Wang, Wei Zhang, Chongbo Sun, Xuefeng Tao, Wei Yang, Le Zhang, Wenwu Zhu, Peng Cui, Zhi Wang

arXiv preprint

2025

Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation

Dezhi Ran, Mengzhou Wu, Hao Yu, Yuetong Li, Jun Ren, Yuan Cao, Xia Zeng, Haochuan Lu, Zexin Xu, Mengqian Xu, Ting Su, Liangchao Yao, Ting Xiong, Wei Yang, Yuetang Deng, Assaf Marron, David Harel, Tao Xie

arXiv preprint

2025

LLM4SR: A Survey on Large Language Models for Scientific Research

Ziming Luo, Zonglin Yang, Zexin Xu, Wei Yang, Xinya Du

arXiv preprint

2025

SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding

Yangliu Hu, Zikai Song, Na Feng, Yawei Luo, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang

arXiv preprint

2025

CA-Diff: Collaborative Anatomy Diffusion for Brain Tissue Segmentation

Qilong Xing, Zikai Song, Yuteng Ye, Yuke Chen, Youjia Zhang, Na Feng, Junqing Yu, Wei Yang

arXiv preprint

2025

CodeImprove: Program Adaptation for Deep Code Models

Ravishka Rathnasuriya, Zijie Zhao, Wei Yang

arXiv preprint

2025

HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems

Haoqiang Yang, Congde Yuan, Kun Bai, Mengzhuo Guo, Wei Yang, Chao Zhou

arXiv preprint

2025

MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation

Qilong Xing, Zikai Song, Youjia Zhang, Na Feng, Junqing Yu, Wei Yang

arXiv preprint

2025

Data Management System Analysis for Distributed Computing Workloads

Kuan-Chieh Hsu, Sairam Sri Vatsavai, Ozgur O. Kilic, Tatiana Korchuganova, Paul Nilsson, Sankha Dutta, Yihui Ren, David K. Park, Joseph Boudreau, Tasnuva Chowdhury, Shengyu Feng, Raees Khan, Jaehyung Kim, Scott Klasky, Tadashi Maeno, Verena Ingrid Martinez Outschoorn, Norbert Podhorszki, Frédéric Suter, Wei Yang, Yiming Yang, Shinjae Yoo, Alexei Klimentov, Adolfy Hoisie

arXiv preprint

2025

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation

Yu Xia, Rui Zhong, Zeyu Song, Wei Yang, Junchen Wan, Qingpeng Cai, Chi Lu, Peng Jiang

arXiv preprint

2025

UniGenX: a unified generative foundation model that couples sequence, structure and function to accelerate scientific design across proteins, molecules and materials

Gongbo Zhang, Yanting Li, Renqian Luo, Pipi Hu, Yang Yang, Zeru Zhao, Lingbo Li, Guoqing Liu, Zun Wang, Ran Bi, Kaiyuan Gao, Liya Guo, Yu Xie, Chang Liu, Jia Zhang, Tian Xie, Robert Pinsler, Claudio Zeni, Ziheng Lu, Hongxia Hao, Yingce Xia, Marwin Segler, Maik Riechert, Wei Yang, Hao Jiang, Wen-Bin Zhang, Zhijun Zeng, Yi Zhu, Li Dong, Xiuyuan Hu, Li Yuan, Lei Chen, Haiguang Liu, Tao Qin

arXiv preprint

2025

Yan: Foundational Interactive Video Generation

Deheng Ye, Fangyun Zhou, Jiacheng Lv, Jianqi Ma, Jun Zhang, Junyan Lv, Junyou Li, Minwen Deng, Mingyu Yang, Qiang Fu, Wei Yang, Wenkai Lv, Yangbin Yu, Yewen Wang, Yonghang Guan, Zhihao Hu, Zhongbin Fang, Zhongqian Sun

arXiv preprint

2025

KernelBand: Steering LLM-based Kernel Optimization via Hardware-Aware Multi-Armed Bandits

Dezhi Ran, Shuxiao Xie, Mingfang Ji, Anmin Liu, Mengzhou Wu, Yuan Cao, Yuzhe Guo, Hao Yu, Linyi Li, Yitao Hu, Wei Yang, Tao Xie

arXiv preprint

2025

A multi-weight self-matching visual explanation for cnns on sar images

Siyuan Sun, Yongping Zhang, Hongcheng Zeng, Yamin Wang, Wei Yang, Wanting Yang, Jie Chen

arXiv preprint

2025

VeriMoA: A Mixture-of-Agents Framework for Spec-to-HDL Generation

Heng Ping, Arijit Bhattacharjee, Peiyu Zhang, Shixuan Li, Wei Yang, Anzhe Cheng, Xiaole Zhang, Jesse Thomason, Ali Jannesari, Nesreen Ahmed, Paul Bogdan

arXiv preprint

2025

Efficiency Robustness of Dynamic Deep Learning Systems

Ravishka Rathnasuriya, Tingxi Li, Zexin Xu, Zihe Song, Mirazul Haque, Simin Chen, Wei Yang

arXiv preprint

2025

Machine Learning-Driven Predictive Resource Management in Complex Science Workflows

Tasnuva Chowdhury, Tadashi Maeno, Fatih Furkan Akman, Joseph Boudreau, Sankha Dutta, Shengyu Feng, Adolfy Hoisie, Kuan-Chieh Hsu, Raees Khan, Jaehyung Kim, Ozgur O. Kilic, Scott Klasky, Alexei Klimentov, Tatiana Korchuganova, Verena Ingrid Martinez Outschoorn, Paul Nilsson, David K. Park, Norbert Podhorszki, Yihui Ren, John Rembrandt Steele, Frédéric Suter, Sairam Sri Vatsavai, Torre Wenaus, Wei Yang, Yiming Yang, Shinjae Yoo

arXiv preprint

DOI

2025

ResTest: Targeted Coverage of Residual Not-Covered Code Using Large Language Models for Web GUI Testing

Chenxu Liu, Zhiyu Gu, Guoquan Wu, Ying Zhang, Wei Yang, Jun Wei, Tao Xie

arXiv preprint

2025

SE-BSFV: Online Subspace Learning based Shadow Enhancement and Background Suppression for ViSAR under Complex Background

Shangqu Yan, Chenyang Luo, Yaowen Fu, Wenpeng Zhang, Wei Yang, Ruofeng Yu

arXiv preprint

2025

AppForge: From Assistant to Independent Developer -- Are GPTs Ready for Software Development?

Dezhi Ran, Yuan Cao, Mengzhou Wu, Simin Chen, Yuzhe Guo, Jun Ren, Zihe Song, Hao Yu, Jialei Wei, Linyi Li, Wei Yang, Baishakhi Ray, Tao Xie

arXiv preprint

2025

From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents

Dezhi Ran, Zhi Gong, Yuzhe Guo, Mengzhou Wu, Yuan Cao, Haochuan Lu, Hengyu Zhang, Xia Zeng, Gang Cao, Liangchao Yao, Yuetang Deng, Wei Yang, Tao Xie

arXiv preprint

2025

RVISmith: Fuzzing Compilers for RVV Intrinsics

Yibo He, Cunjian Huang, Xianmiao Qu, Hongdeng Chen, Wei Yang, Tao Xie

arXiv preprint

2025

Waveform Design Based on Mutual Information Upper Bound For Joint Detection and Estimation

Ruofeng Yu, Caiguang Zhang, Chenyang Luo, Mengdi Bai, Shangqu Yan, Wei Yang, Yaowen Fu

arXiv preprint

2025

Impact Analysis of Inference Time Attack of Perception Sensors on Autonomous Vehicles

Hanlin Chen, Simin Chen, Wenyu Li, Wei Yang, Yiheng Feng

arXiv preprint

2025

Exploiting Efficiency Vulnerabilities in Dynamic Deep Learning Systems

Ravishka Rathnasuriya, Wei Yang

arXiv preprint

2024

TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy

Yiqun Chen, Qi Liu, Yi Zhang, Weiwei Sun, Xinyu Ma, Wei Yang, Daiting Shi, Jiaxin Mao, Dawei Yin

arXiv preprint

2024

IP-MOT: Instance Prompt Learning for Cross-Domain Multi-Object Tracking

Run Luo, Zikai Song, Longze Chen, Yunshui Li, Min Yang, Wei Yang

arXiv preprint

2024

AI Surrogate Model for Distributed Computing Workloads

David K. Park, Yihui Ren, Ozgur O. Kilic, Tatiana Korchuganova, Sairam Sri Vatsavai, Joseph Boudreau, Tasnuva Chowdhury, Shengyu Feng, Raees Khan, Jaehyung Kim, Scott Klasky, Tadashi Maeno, Paul Nilsson, Verena Ingrid Martinez Outschoorn, Norbert Podhorszki, Frederic Suter, Wei Yang, Yiming Yang, Shinjae Yoo, Alexei Klimentov, Adolfy Hoisie

arXiv preprint

2024

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis

Wen Ye, Wei Yang, Defu Cao, Yizhou Zhang, Lumingyuan Tang, Jie Cai, Yan Liu

arXiv preprint

2024

Playable Game Generation

Mingyu Yang, Junyou Li, Zhongbin Fang, Sheng Chen, Yangbin Yu, Qiang Fu, Wei Yang, Deheng Ye

arXiv preprint

2024

WEFix: Intelligent Automatic Generation of Explicit Waits for Efficient Web End-to-End Flaky Tests

Xinyue Liu, Zihe Song, Weike Fang, Wei Yang, Weihang Wang

arXiv preprint

DOI

2024

SARATR-X: Toward Building A Foundation Model for SAR Target Recognition

Weijie Li, Wei Yang, Yuenan Hou, Li Liu, Yongxiang Liu, Xiang Li

arXiv preprint

2024

Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study

Yufei Li, Simin Chen, Yanghong Guo, Wei Yang, Yue Dong, Cong Liu

arXiv preprint

2024

Reaching Consensus in Cooperative Multi-Agent Reinforcement Learning with Goal Imagination

Liangzhou Wang, Kaiwen Zhu, Fengming Zhu, Xinghu Yao, Shujie Zhang, Deheng Ye, Haobo Fu, Qiang Fu, Wei Yang

arXiv preprint

2024

SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training

Nan He, Weichen Xiong, Hanwen Liu, Yi Liao, Lei Ding, Kai Zhang, Guohua Tang, Xiao Han, Wei Yang

arXiv preprint

2023

Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR

Weijie Li, Wei Yang, Li Liu, Wenpeng Zhang, Yongxiang Liu

arXiv preprint

DOI

2023

Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning

Haoxuan Pan, Deheng Ye, Xiaoming Duan, Qiang Fu, Wei Yang, Jianping He, Mingfei Sun

arXiv preprint

2023

SlothSpeech: Denial-of-service Attack Against Speech Recognition Models

Mirazul Haque, Rutvij Shah, Simin Chen, Berrak Şişman, Cong Liu, Wei Yang

arXiv preprint

2023

CompVPD: Iteratively Identifying Vulnerability Patches Based on Human Validation Results with a Precise Context

Tianyu Chen, Lin Li, Taotao Qian, Jingyi Liu, Wei Yang, Ding Li, Guangtai Liang, Qianxiang Wang, Tao Xie

arXiv preprint

2023

Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition

Weijie Li, Wei Yang, Wenpeng Zhang, Tianpeng Liu, Yongxiang Liu, Li Liu

arXiv preprint

DOI

2023

Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture

Weijie Li, Yang Wei, Tianpeng Liu, Yuenan Hou, Yuxuan Li, Zhen Liu, Yongxiang Liu, Li Liu

arXiv preprint

DOI

2023

HateModerate: Testing Hate Speech Detectors against Content Moderation Policies

Jiangrui Zheng, Xueqing Liu, Guanqun Yang, Mirazul Haque, Xing Qian, Ravishka Rathnasuriya, Wei Yang, Girish Budhrani

arXiv preprint

2023

RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models

Yufei Li, Zexin Li, Wei Yang, Cong Liu

arXiv preprint

2023

Dynamic Transformers Provide a False Sense of Efficiency

Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li

arXiv preprint

2023

RLTF: Reinforcement Learning from Unit Test Feedback

Jiate Liu, Yiqin Zhu, Kaiwen Xiao, Qiang Fu, Xiao Han, Wei Yang, Deheng Ye

arXiv preprint

2022

DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks

Simin Chen, Mirazul Haque, Cong Liu, Wei Yang

arXiv preprint

2022

Learning to Reverse DNNs from AI Programs Automatically

Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang

arXiv preprint

2022

LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language Models

Xiaoning Feng, Xiaohong Han, Simin Chen, Wei Yang

arXiv preprint

2022

Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization

Tiantian Zhang, Zichuan Lin, Yuxing Wang, Deheng Ye, Qiang Fu, Wei Yang, Xueqian Wang, Bin Liang, Bo Yuan, Xiu Li

arXiv preprint

2022

RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning

Boxuan Zhao, Jun Zhang, Deheng Ye, Jian Cao, Xiao Han, Qiang Fu, Wei Yang

arXiv preprint

2022

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang

arXiv preprint

2022

Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning

Hua Wei, Jingxiao Chen, Xiyang Ji, Hongyang Qin, Minwen Deng, Siqin Li, Liang Wang, Weinan Zhang, Yong Yu, Lin Liu, Lanxiao Huang, Deheng Ye, Qiang Fu, Wei Yang

arXiv preprint

2021

MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks

Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang

arXiv preprint

2021

An Empirical Analysis of UI-based Flaky Tests

Alan Romano, Zihe Song, Sampath Grandhi, Wei Yang, Weihang Wang

arXiv preprint

2021

Boosting Offline Reinforcement Learning with Residual Generative Modeling

Hua Wei, Deheng Ye, Zhao Liu, Hao Wu, Bo Yuan, Qiang Fu, Wei Yang, Zhenhui Li

arXiv preprint

2020

Optimizing Deeper Transformers on Small Datasets

Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J. D. Prince, Yanshuai Cao

arXiv preprint

2020

Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings

Deheng Ye, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang

arXiv preprint

DOI

2020

Towards Playing Full MOBA Games with Deep Reinforcement Learning

Deheng Ye, Guibin Chen, Wen Zhang, Sheng Chen, Bo Yuan, Bo Liu, Jia Chen, Zhao Liu, Fuhao Qiu, Hongsheng Yu, Yinyuting Yin, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang, Wei Liu

arXiv preprint

2018

Hierarchical Macro Strategy Model for MOBA Game AI

Bin Wu, Qiang Fu, Jing Liang, Peng Qu, Xiaoqian Li, Liang Wang, Wei Liu, Wei Yang, Yongsheng Liu

arXiv preprint

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