百晓学者学者目录

王俊

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

2026

基于空时谱熵的分布式阵列雷达同步误差估计方法

耿雪胤,王俊,杨彬,孙进平

《北京航空航天大学学报》

2026

密集无人机目标雷达非凸DOA估计方法

何贵栋,雷鹏,王俊

《北京航空航天大学学报》

2025

6G太赫兹信道测量与建模:进展与挑战

王俊,王承祥,冯瑞,李俊伶

《电子学报》

2025

有源RIS赋能的共生无线通信技术

周虎,王俊,龙睿哲,梁应敞

《移动通信》

2025

宽带LFMCW雷达运动目标测速误差分析与抑制方法

周炜,雷鹏,王俊,王剑

《北京航空航天大学学报》

2025

移动网络中基于元强化学习的多维性能自适应内容缓存策略

林鹏,王俊,刘艳,张治中

《电子与信息学报》

2025

外辐射源雷达非零频杂波抑制方法

陈刚,苏思元,王俊,靳一,徐常志,张萌,付世伟

《电子与信息学报》

2025

MMRAG: multi-mode retrieval-augmented generation with large language models for biomedical in-context learning

Zaifu Zhan, Jun Wang, Shuang Zhou, Jiawen Deng, Rui Zhang

Journal Of The American Medical Informatics Association

2024

面向未来物联网的共生无线通信系统资源配置算法研究

王俊

《电子科技大学》

2024

Rotating Target Detection Using Commercial 5G Signal

Penghui Chen, Liuyang Tian, Yujing Bai, Jun Wang

Applied Sciences

2023

分布式多传感器多目标跟踪方法综述

曾雅俊,王俊,魏少明,孙进平,雷鹏

《雷达学报(中英文)》

2023

认知物联网中基于博弈论的对抗干扰与窃听方法

王锐亮,王俊,林瑞全,刘佳鑫,徐浩东,丘航丁

《通信技术》

2023

6G太赫兹无线通信信道特性分析与建模

王俊

《东南大学》

2022

公开SAR图像目标数据集及其在深度学习中的应用综述

郑彤,雷鹏,王俊

《航空科学技术》

2022

基于改进矩阵束的超宽带一维散射中心提取方法

魏少明,洪文衍,王俊,耿雪胤,金明明

《电子与信息学报》

2020

均匀照射赋形反射面天线设计

于新华,王俊,王鑫,王宜颖

《电波科学学报》

2020

人工智能与无线通信(英文)

王俊,李榕,王坚,葛屹群,张其蕃,史无限

ENGINEERING Information Technology & Electronic Engineering

2020

基于TLS-CS的外辐射源雷达超分辨DOA估计方法

左罗,王俊,陈刚,邓亚琦,温媛媛

《系统工程与电子技术》

2020

一种基于双Peano分形的小型天线设计及分析

黄文锐,王俊

《价值工程》

2020

结合深度学习去噪和超分辨的SAR检测识别

王俊,王赛,任俞明,陈德红,崔闪,魏少明

《空天防御》

2018

深度学习在雷达中的研究综述

王俊,郑彤,雷鹏,魏少明

《雷达学报(中英文)》

2018

外辐射源雷达参考信号提纯方法

陈刚,王俊,王珏,郭帅,宋海婷,邢玉帅

《系统工程与电子技术》

2018

基于目标高度先验信息的多站时差无源定位方法

秦兆涛,王俊,魏少明,毕严先,魏子翔

《电子与信息学报》

2018

单快拍数据的分布式二维阵列测角方法研究

王俊,向洪,魏少明,蒋海

《电子与信息学报》

2018

基于OFDM符号宽度的循环平稳频谱感知方法

王俊,尹佳佳,黄凤英,陈喆,徐阳

《电子与信息学报》

2018

基于卷积神经网络的手势动作雷达识别方法

王俊,郑彤,雷鹏,张原,樵明朗

《北京航空航天大学学报》

2018

基于抛物方程的低空空域监测雷达城市环境地杂波强度分布建模

雷鹏,冉志强,王俊,刘晓敏

《北京航空航天大学学报》

2018

基于标校源辅助的不相交多目标到达时差定位

秦兆涛,王俊,陶磊岩,魏少明

《北京航空航天大学学报》

2017

非线性量测下自适应噪声协方差PHD滤波

袁常顺,王俊,向洪,魏少明,张耀天

《北京航空航天大学学报》

2017

外辐射源雷达网络中的接收站自适应选择方法

朱昀,王俊,邢玉帅,吕小永

《系统工程与电子技术》

2017

一种新的避免航迹合并的联合综合概率数据关联滤波器

朱昀,王俊,陈刚,郭帅

《电子与信息学报》

2017

基于VB近似的自适应δ-GLMB滤波算法

袁常顺,王俊,向洪,孙进平

《系统工程与电子技术》

2016

单快拍数据的分布式阵列DOA估计

向洪,王俊,魏少明,高越,毛士艺

《电子与信息学报》

2016

基于最小二乘估计的InISAR空间目标三维成像方法

毕严先,魏少明,王俊,毛士艺

《电子与信息学报》

2016

无源多基地雷达中一种综合航迹处理方法

吕小永,王俊,乔家辉

《电子学报》

2016

一种幅度信息辅助多伯努利滤波算法

袁常顺,王俊,孙进平,孙忠胜,毕严先

《电子与信息学报》

2016

同时同频全双工宽带射频自干扰抵消性能分析

王俊,赵宏志,马万治,唐友喜,卿朝进

《通信学报》

2016

单人行走运动参数估计方法

孙忠胜,王俊,孙进平,张耀天,袁常顺,向洪

《北京航空航天大学学报》

2016

MIMO雷达方向图与稀疏频率波形联合设计

麦超云,孙进平,周锐,王俊

《信号处理》

2015

外辐射源雷达中基于八单元均匀圆阵天线的测角方法

吕小永,王俊,焦雪

《电子学报》

2015

基于容积卡尔曼的粒子PHD多目标跟踪算法

王海环,王俊

《系统工程与电子技术》

2015

8单元均匀圆阵天线互耦合校正方法

吕小永,王俊

《系统工程与电子技术》

2014

混合卡尔曼滤波在外辐射源雷达目标跟踪中的应用

武勇,王俊

《雷达学报(中英文)》

2014

同时同频全双工场景中的射频域自适应干扰抵消

王俊,赵宏志,卿朝进,唐友喜

《电子与信息学报》

2013

一种基于数字电视地面广播照射源的外辐射源雷达快速杂波相消算法

张各各,王俊,刘玉春

《电子与信息学报》

2013

弹道中段目标平动径向速度估计的状态空间方法

魏少明,王俊,孙进平,毛士艺

《电子与信息学报》

2013

基于压缩感知的无源雷达超分辨DOA估计

王海涛,王俊

《电子与信息学报》

2013

基于单频连续波的无源雷达成像研究

刘玉春,王俊,杨杰,王海环,陈朝焰

《电子与信息学报》

2013

基于两步空域滤波的GSM辐射源雷达干扰抑制

王海涛,王俊,刘玉春

《系统工程与电子技术》

2013

基于微增量二维谱的OMEGA-K双基SAR成像算法

刘玉春,王俊,王海涛,陈朝焰

《系统工程与电子技术》

2012

一种复合伪随机码跟踪环路设计及误差分析

潘伟萍,崔嵬,王俊,郭韧

《电子与信息学报》

2012

多径衰落信道中扩频信号处理增益的上限

马万治,王俊,唐友喜

《通信学报》

2012

LTE上行通信链路中Wi-Fi同频干扰的一种抑制方法

马万治,赵宏志,于辉越,王俊,唐友喜

《通信学报》

2012

改进频率鉴别的载波跟踪环路及性能分析

王俊,孙昕

《系统工程与电子技术》

2012

利用阵列天线的CDMA辐射源雷达目标检测方法

王海涛,王俊,端峰

《系统工程与电子技术》

2012

平行因子在被动相干定位系统中的应用

张各各,王俊,李进,郑纪彬

《电子与信息学报》

2011

一种基于差分演化的粒子滤波算法

李红伟,王俊,王海涛

《电子与信息学报》

2011

基于极化特征分解的海上小目标检测算法研究

武鹏,王俊,王文光

《电子与信息学报》

2011

一种移动终端多天线方向图重构快速选择算法与基于滑动时间窗的加速实现

王俊,颜罡

《电子学报》

2011

利用弹头目标微动信息的两种三维散射中心提取方法

杨冬,王俊,张玉玺

《信号处理》

2010

基于广义S变换的空间锥体进动微多普勒分析

雷鹏,王俊,孙进平,李少洪

《北京航空航天大学学报》

2010

基于TOA测量的Tn-R型无源雷达目标跟踪算法

徐伟杰,王俊

《系统工程与电子技术》

2010

粒子滤波和多站TOA的外辐射源雷达跟踪方法

李红伟,王俊,刘玉春

《系统工程与电子技术》

2009

基于外辐射源的机载无源SAR成像算法

胡武明,王俊

《系统工程与电子技术》

2009

利用CDMA信号为照射源的雷达目标探测技术

华树钢,王俊

《系统工程与电子技术》

2009

基于外辐射源的ESPRIT超分辨成像算法

李岩,王俊,张守宏

《电子与信息学报》

2008

基于相对误差互相关函数的变步长LMS算法

孙娟,王俊,刘斌

《系统工程与电子技术》

2008

高速运动雷达弱小目标检测方法研究

孙立宏,王俊

《系统工程与电子技术》

2008

一种基于能量跳跃的脉冲超宽带TOA估计

黄志臻,王俊,王卫东

《无线通信技术》

2007

基于多电视台子孔径综合的无源雷达成像算法

张馨文,王俊

《电子与信息学报》

2007

基于互相关平动补偿的外辐射源成像技术

魏鹏,王俊

《系统工程与电子技术》

2007

基于多电视台的两种无源雷达成像算法

王俊,牛溢华

《系统工程与电子技术》

2007

基于极化SAR图像分类的海上舰船检测

王文光,王俊,毛士艺,李海艳

《信号处理》

2007

一种距离高分辨力雷达实时信号处理机的设计与实现

张永杰,范晓波,王俊,李少洪

《信号处理》

2007

一种基于FPGA的超高速32k点FFT处理器

李伟,孙进平,王俊,李少洪

《北京航空航天大学学报》

2006

单发多收模式下无源雷达成像研究

王大海,王俊

《电子学报》

2006

基于多处理器高距离分辨力雷达算法并行实现

范晓波,张永杰,王俊,李少洪

《北京航空航天大学学报》

2006

一种基于差异度的极化SAR图像迭代分类方法

王文光,王俊,毛士艺

《电子与信息学报》

2005

星载聚束SAR成像的一种预处理算法

孙进平,袁运能,王俊,毛士艺

《系统工程与电子技术》

2005

提高CS算法处理效率的一种处理结构

王俊,孙进平,毛士艺

《现代雷达》

2005

基于强点信息的SAR多普勒中心估计算法

孙进平,王俊,袁运能,毛士艺

《系统工程与电子技术》

2005

非合作连续波雷达中存在强直达波和多径杂波的运动目标检测方法

王俊,赵洪立,张守宏,保铮

《电子学报》

2004

副载波对广播信号的频谱和模糊函数的影响

赵洪立,王俊,保铮

《电子学报》

2002

聚束SAR的快速卷积反投影成像算法

袁运能,孙进平,王俊,毛士艺

《电子学报》

2002

一种改进的临界采样Gabor变换方法

王俊,张守宏,焦李成

《电子与信息学报》

2002

CTZ在聚束SAR极坐标格式成像算法中的应用

孙进平,袁运能,王俊,毛士艺

《系统工程与电子技术》

2001

矢量处理器在SAR实时成像中的应用及性能分析

王俊,孙进平,毛士艺,王月忠

《电子学报》

2001

高速矢量处理机的设计与实现

王俊,毛士艺,刘祥林

《航空学报》

2000

微弱目标积累检测的包络移动补偿方法

王俊,张守宏

《电子学报》

2000

一种基于子空间匹配投影的暂态信号检测方法

王俊,张守宏

《系统工程与电子技术》

2000

强背景下低速海面雷达目标的一种检测方法

王俊,张守宏

《现代雷达》

1999

利用自适应子波变换提高对微弱运动目标的检测性能

王俊,张守宏,杨克虎

《电子学报》

1996

一种利用子波变换多尺度分辨特性的信号消噪技术

王俊,陈逢时,张守宏

《信号处理》

1993

自适应天线阵正交预处理器的研制

王斌,王俊,石镇

《通信学报》

1992

自适应天线基础技术研究与应用通过技术鉴定

王俊

《电子学报》

会议论文

2025

相位连续可调相控阵天线设计

马哲,刘文修,王俊,王悦,赵雷

《2025年全国微波毫米波会议报告集-电磁材料及阵列天线》

2018

PD雷达信号处理机的硬件设计与算法实现

王俊,朱振国,张玉玺,罗雨泉

《第十二届全国信号和智能信息处理与应用学术会议论文集》

2017

基于深度学习的SAR目标识别及FPGA实现

刘寒颖,张耀天,张玉玺,王俊

《第十一届全国信号和智能信息处理与应用学术会议》

2017

雷达信号处理的建模仿真及DSP代码生成

王俊,马抒恒,张玉玺

《第十一届全国信号和智能信息处理与应用学术会议专刊》

2001

一种改进的SAR图像SPECKLE滤波算法

王俊,孙进平,毛士艺

《第十届全国信号处理学术年会(CCSP-2001)》

预印本

2026

Knowledge-Driven Multi-Turn Jailbreaking on Large Language Models

Songze Li, Ruishi He, Xiaojun Jia, Jun Wang, Zhihui Fu

arXiv preprint

2026

STCRank: Spatio-temporal Collaborative Ranking for Interactive Recommender System at Kuaishou E-shop

Boyang Xia, Ruilin Bao, Hanjun Jiang, Jun Wang, Wenwu Ou

arXiv preprint

2026

MViR: Multi-View Visual-Semantic Representation for Fake News Detection

Haochen Liang, Xinqi Su, Jun Wang, Chaomeng Chen, Zitong Yu

arXiv preprint

2026

Energy Efficiency Optimization for Rotatable Antenna-Enabled Uplink NOMA Systems

Yixuan Li, Jun Wang, Hongbo Xu, Ji Wang

arXiv preprint

2026

Reinforcement Learning for Control with Probabilistic Stability Guarantee: A Finite-Sample Approach

Minghao Han, Lixian Zhang, Chenliang Liu, Zhipeng Zhou, Jun Wang, Wei Pan

arXiv preprint

2026

Coarse-to-Fine Learning of Dynamic Causal Structures

Dezhi Yang, Qiaoyu Tan, Carlotta Domeniconi, Jun Wang, Lizhen Cui, Guoxian Yu

arXiv preprint

2026

A Brain-like Synergistic Core in LLMs Drives Behaviour and Learning

Pedro Urbina-Rodriguez, Zafeirios Fountas, Fernando E. Rosas, Jun Wang, Andrea I. Luppi, Haitham Bou-Ammar, Murray Shanahan, Pedro A. M. Mediano

arXiv preprint

2026

FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks

Naen Xu, Jinghuai Zhang, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Zhaoxiang Wang, Shouling Ji

arXiv preprint

2026

A Benchmark for Deep Information Synthesis

Debjit Paul, Daniel Murphy, Milan Gritta, Ronald Cardenas, Victor Prokhorov, Lena Sophia Bolliger, Aysim Toker, Roy Miles, Andreea-Maria Oncescu, Jasivan Alex Sivakumar, Philipp Borchert, Ismail Elezi, Meiru Zhang, Ka Yiu Lee, Guchun Zhang, Jun Wang, Gerasimos Lampouras

arXiv preprint

2026

Rethinking Graph Generalization through the Lens of Sharpness-Aware Minimization

Yang Qiu, Yixiong Zou, Jun Wang

arXiv preprint

2026

LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents

Aofan Yu, Chenyu Zhou, Tianyi Xu, Zihan Guo, Rong Shan, Zhihui Fu, Jun Wang, Weiwen Liu, Yong Yu, Weinan Zhang, Jianghao Lin

arXiv preprint

2026

Code as Representation: A Compilable Parsing Paradigm for Academic Documents

Rihui Jin, Jun Wang, chengyuan zhu, Liang Mingyu, Yue Gao, Li Yunxuan, Kuicai Dong, Guilin Qi, Lin Ren, Yongrui Chen, Xinbang Dai, Jiaqi Li, Tongtong Wu, Gholamreza Haffari

arXiv preprint

2026

LinearARD: Linear-Memory Attention Distillation for RoPE Restoration

Ning Yang, Hengyu Zhong, Wentao Wang, Baoliang Tian, Haijun Zhang, Jun Wang

arXiv preprint

2026

UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams

Siyu Xia, Chenheng Zhang, Yanting Wu, Haoxuan Li, Jiajun Chai, Xiaohan Wang, Guojun Yin, Wei Lin, Zhouchen Lin, Haifeng Zhang, Jun Wang

arXiv preprint

2026

Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation

Xuanfa Jin, Zhijian Ma, Yongcheng Zeng, Xinyu Cui, Haifeng Zhang, Jun Wang

arXiv preprint

2026

Information-Time Proximal Policy Optimization

Yongcheng Zeng, Xinyu Cui, Yan Song, Guoqing Liu, Hongsheng Xin, Kaike Zhang, Cheng Deng, Kun Zhan, Jian Ying, Jian Zhao, Haifeng Zhang, Jun Wang

arXiv preprint

2026

Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing

Miao Wang, Yuling Shi, Yijiang Li, Yeheng Chen, Xiaodong Gu, Bin Li, Bo Gao, Jun Wang, Zengxin Han, Jingtong Wu, Yaduan Ruan

arXiv preprint

2026

MILO: Efficient Many-shot In-Context Learning with Block-wise Low-rank Compression

Youpeng Zhao, Tian Tan, Liqian Peng, Jun Wang, Alec Go

arXiv preprint

2026

Retrospective Progress-Aware Self-Refinement for LLM Agent Training

Xinbei Ma, Congmin Zheng, Jiyang Qiu, Jiale Hong, Yao Yao, Xiangmou Qu, Jiaxin Yin, Xingyu Lou, Jun Wang, Weiwen Liu, Weinan Zhang, Zhuosheng Zhang, Hai Zhao, Bryan Hooi

arXiv preprint

2026

On the Performance of Pinching-Antenna Systems (PASS) Under Dynamic Channels with Blockages

Jinhua Wang, Jun Wang, Tianwei Hou, Anna Li, Yuanwei Liu, Arumugam Nallanathan

arXiv preprint

2026

Sim2Sea: Sim-to-Real Policy Transfer for Maritime Vessel Navigation in Congested Waters

Xinyu Cui, Xuanfa Jin, Xue Yan, Yongcheng Zeng, Luoyang Sun, Siying Wei, Ruizhi Zhang, Jian Zhao, Haifeng Zhang, Jun Wang

arXiv preprint

2026

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Chenyu Zhou, Huacan Chai, Wenteng Chen, Zihan Guo, Rong Shan, Yuanyi Song, Tianyi Xu, Yingxuan Yang, Aofan Yu, Weiming Zhang, Congming Zheng, Jiachen Zhu, Zeyu Zheng, Zhuosheng Zhang, Xingyu Lou, Changwang Zhang, Zhihui Fu, Jun Wang, Weiwen Liu, Jianghao Lin, Weinan Zhang

arXiv preprint

2026

SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System

Shuai Pan, Yixiang Liu, Jiaye Gao, Te Gao, Weiwen Liu, Jianghao Lin, Zhihui Fu, Jun Wang, Weinan Zhang, Yong Yu

arXiv preprint

2026

Darwin Mobile Agent: A Roadmap for Self-Evolution

Daniel Beechey, Derek Yuen, Jianheng Liu, Dezhao Luo, Tiantian He, Weilin Luo, Jun Wang, Kun Shao

arXiv preprint

2026

CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment

Siyuan Guo, Yali Du, Hechang Chen, Yi Chang, Jun Wang

arXiv preprint

2025

DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL

Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu

arXiv preprint

2025

A Lightweight Complex-Valued Deformable CNN for High-Quality Computer-Generated Holography

Shuyang Xie, Jie Zhou, Bo Xu, Jun Wang, Renjing Xu

arXiv preprint

2025

Virtual Width Networks

Seed, Baisheng Li, Banggu Wu, Bole Ma, Bowen Xiao, Chaoyi Zhang, Cheng Li, Chengyi Wang, Chengyin Xu, Chi Zhang, Chong Hu, Daoguang Zan, Defa Zhu, Dongyu Xu, Du Li, Faming Wu, Fan Xia, Ge Zhang, Guang Shi, Haobin Chen, Hongyu Zhu, Hongzhi Huang, Huan Zhou, Huanzhang Dou, Jianhui Duan, Jianqiao Lu, Jianyu Jiang, Jiayi Xu, Jiecao Chen, Jin Chen, Jin Ma, Jing Su, Jingji Chen, Jun Wang, Jun Yuan, Juncai Liu, Jundong Zhou, Kai Hua, Kai Shen, Kai Xiang, Kaiyuan Chen, Kang Liu, Ke Shen, Liang Xiang, Lin Yan, Lishu Luo, Mengyao Zhang, Ming Ding, Mofan Zhang, Nianning Liang, Peng Li, Penghao Huang, Pengpeng Mu, Qi Huang, Qianli Ma, Qiyang Min, Qiying Yu, Renming Pang, Ru Zhang, Shen Yan, Shen Yan, Shixiong Zhao, Shuaishuai Cao, Shuang Wu, Siyan Chen, Siyu Li, Siyuan Qiao, Tao Sun, Tian Xin, Tiantian Fan, Ting Huang, Ting-Han Fan, Wei Jia, Wenqiang Zhang, Wenxuan Liu, Xiangzhong Wu, Xiaochen Zuo, Xiaoying Jia, Ximing Yang, Xin Liu, Xin Yu, Xingyan Bin, Xintong Hao, Xiongcai Luo, Xujing Li, Xun Zhou, Yanghua Peng, Yangrui Chen, Yi Lin, Yichong Leng, Yinghao Li, Yingshuan Song, Yiyuan Ma, Yong Shan, Yongan Xiang, Yonghui Wu, Yongtao Zhang, Yongzhen Yao, Yu Bao, Yuehang Yang, Yufeng Yuan, Yunshui Li, Yuqiao Xian, Yutao Zeng, Yuxuan Wang, Zehua Hong, Zehua Wang, Zengzhi Wang, Zeyu Yang, Zhengqiang Yin, Zhenyi Lu, Zhexi Zhang, Zhi Chen, Zhi Zhang, Zhiqi Lin, Zihao Huang, Zilin Xu, Ziyun Wei, Zuo Wang

arXiv preprint

2025

FaithFusion: Harmonizing Reconstruction and Generation via Pixel-wise Information Gain

YuAn Wang, Xiaofan Li, Chi Huang, Wenhao Zhang, Hao Li, Bosheng Wang, Xun Sun, Jun Wang

arXiv preprint

2025

L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint)

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Jun Wang, Yan Li, Chang Liu

arXiv preprint

2025

SAR-TEXT: A Large-Scale SAR Image-Text Dataset Built with SAR-Narrator and A Progressive Learning Strategy for Downstream Tasks

Yiguo He, Xinjun Cheng, Junjie Zhu, Chunping Qiu, Jun Wang, Xichuan Zhang, Qiangjuan Huang, Ke Yang

arXiv preprint

2025

Curious Causality-Seeking Agents Learn Meta Causal World

Zhiyu Zhao, Haoxuan Li, Haifeng Zhang, Jun Wang, Francesco Faccio, Jürgen Schmidhuber, Mengyue Yang

arXiv preprint

2025

Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning

Xiangning Yu, Zhuohan Wang, Linyi Yang, Haoxuan Li, Anjie Liu, Xiao Xue, Jun Wang, Mengyue Yang

arXiv preprint

2025

AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond

Shangding Gu, Xiaohan Wang, Donghao Ying, Haoyu Zhao, Runing Yang, Ming Jin, Boyi Li, Marco Pavone, Serena Yeung-Levy, Jun Wang, Dawn Song, Costas Spanos

arXiv preprint

2025

A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning

Anjie Liu, Jianhong Wang, Samuel Kaski, Jun Wang, Mengyue Yang

arXiv preprint

2025

Learning Optimal Multimodal Information Bottleneck Representations

Qilong Wu, Yiyang Shao, Jun Wang, Xiaobo Sun

arXiv preprint

2025

Accelerating Prefilling for Long-Context LLMs via Sparse Pattern Sharing

Dan Peng, Zhihui Fu, Zewen Ye, Zhuoran Song, Jun Wang

arXiv preprint

2025

Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems

Heng Tang, Feng Liu, Xinbo Chen, Jiawei Chen, Bohao Wang, Changwang Zhang, Jun Wang, Yuegang Sun, Bingde Hu, Can Wang

arXiv preprint

2025

Enhancing Efficiency and Propulsion in Bio-mimetic Robotic Fish through End-to-End Deep Reinforcement Learning

Xinyu Cui, Boai Sun, Yi Zhu, Ning Yang, Haifeng Zhang, Weicheng Cui, Dixia Fan, Jun Wang

arXiv preprint

2025

Coherency Improved Explainable Recommendation via Large Language Model

Shijie Liu, Ruixing Ding, Weihai Lu, Jun Wang, Mo Yu, Xiaoming Shi, Wei Zhang

arXiv preprint

2025

Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising

Zikuan Li, Qiaoyun Wu, Jialin Zhang, Kaijun Zhang, Jun Wang

arXiv preprint

2025

OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning

Zhiyuan Liu, Yuting Zhang, Feng Liu, Changwang Zhang, Ying Sun, Jun Wang

arXiv preprint

2025

MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework

Qirui Mi, Mengyue Yang, Xiangning Yu, Zhiyu Zhao, Cheng Deng, Bo An, Haifeng Zhang, Xu Chen, Jun Wang

arXiv preprint

2025

Kling-Foley: Multimodal Diffusion Transformer for High-Quality Video-to-Audio Generation

Jun Wang, Xijuan Zeng, Chunyu Qiang, Ruilong Chen, Shiyao Wang, Le Wang, Wangjing Zhou, Pengfei Cai, Jiahui Zhao, Nan Li, Zihan Li, Yuzhe Liang, Xiaopeng Wang, Haorui Zheng, Ming Wen, Kang Yin, Yiran Wang, Nan Li, Feng Deng, Liang Dong, Chen Zhang, Di Zhang, Kun Gai

arXiv preprint

2025

Large Language Models are Demonstration Pre-Selectors for Themselves

Jiarui Jin, Yuwei Wu, Haoxuan Li, Xiaoting He, Weinan Zhang, Yiming Yang, Yong Yu, Jun Wang, Mengyue Yang

arXiv preprint

2025

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection

Yingxin Lai, Zitong Yu, Jun Wang, Linlin Shen, Yong Xu, Xiaochun Cao

arXiv preprint

2025

Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba

Liwen Pan, Longguang Wang, Guangwei Gao, Jun Wang, Jun Shi, Juncheng Li

arXiv preprint

2025

DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding

Guanghao Li, Zhihui Fu, Min Fang, Qibin Zhao, Ming Tang, Chun Yuan, Jun Wang

arXiv preprint

2025

Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference

Qingfa Xiao, Jiachuan Wang, Haoyang Li, Cheng Deng, Jiaqi Tang, Shuangyin Li, Yongqi Zhang, Jun Wang, Lei Chen

arXiv preprint

2025

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results

Zheng Chen, Jingkai Wang, Kai Liu, Jue Gong, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Jianxing Zhang, Jinlong Wu, Jun Wang, Zheng Xie, Hakjae Jeon, Suejin Han, Hyung-Ju Chun, Hyunhee Park, Zhicun Yin, Junjie Chen, Ming Liu, Xiaoming Li, Chao Zhou, Wangmeng Zuo, Weixia Zhang, Dingquan Li, Kede Ma, Yun Zhang, Zhuofan Zheng, Yuyue Liu, Shizhen Tang, Zihao Zhang, Yi Ning, Hao Jiang, Wenjie An, Kangmeng Yu, Chenyang Wang, Kui Jiang, Xianming Liu, Junjun Jiang, Yingfu Zhang, Gang He, Siqi Wang, Kepeng Xu, Zhenyang Liu, Changxin Zhou, Shanlan Shen, Yubo Duan, Yiang Chen, Jin Guo, Mengru Yang, Jen-Wei Lee, Chia-Ming Lee, Chih-Chung Hsu, Hu Peng, Chunming He

arXiv preprint

2025

STAR-Edge: Structure-aware Local Spherical Curve Representation for Thin-walled Edge Extraction from Unstructured Point Clouds

Zikuan Li, Honghua Chen, Yuecheng Wang, Sibo Wu, Mingqiang Wei, Jun Wang

arXiv preprint

2025

ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation

Hongze Sun, Jun Wang, Wuque Cai, Duo Chen, Qianqian Liao, Jiayi He, Yan Cui, Dezhong Yao, Daqing Guo

arXiv preprint

2025

ViMo: A Generative Visual GUI World Model for App Agents

Dezhao Luo, Bohan Tang, Kang Li, Georgios Papoudakis, Jifei Song, Shaogang Gong, Jianye Hao, Jun Wang, Kun Shao

arXiv preprint

2025

GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning

Shutong Ding, Ke Hu, Shan Zhong, Haoyang Luo, Weinan Zhang, Jingya Wang, Jun Wang, Ye Shi

arXiv preprint

2025

Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning

Xiaojun Wu, Xiaoguang Jiang, Huiyang Li, Jucai Zhai, Dengfeng Liu, Qiaobo Hao, Huang Liu, Zhiguo Yang, Ji Xie, Ninglun Gu, Jin Yang, Kailai Zhang, Yelun Bao, Jun Wang

arXiv preprint

2025

Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation

Kounianhua Du, Hanjing Wang, Jianxing Liu, Jizheng Chen, Xinyi Dai, Yasheng Wang, Ruiming Tang, Yong Yu, Jun Wang, Weinan Zhang

arXiv preprint

2025

Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation

Weiming Liu, Chaochao Chen, Jiahe Xu, Xinting Liao, Fan Wang, Xiaolin Zheng, Zhihui Fu, Ruiguang Pei, Jun Wang

arXiv preprint

2025

Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values

Hongbo Zhang, Han Cui, Guangsheng Bao, Linyi Yang, Jun Wang, Yue Zhang

arXiv preprint

2025

STaR-SQL: Self-Taught Reasoner for Text-to-SQL

Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu

arXiv preprint

2025

ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning

Ziyu Wan, Yunxiang Li, Xiaoyu Wen, Yan Song, Hanjing Wang, Linyi Yang, Mark Schmidt, Jun Wang, Weinan Zhang, Shuyue Hu, Ying Wen

arXiv preprint

2025

Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control

Georgios Papoudakis, Thomas Coste, Jianye Hao, Jun Wang, Kun Shao

arXiv preprint

2025

Adaptive Command: Real-Time Policy Adjustment via Language Models in StarCraft II

Weiyu Ma, Dongyu Xu, Shu Lin, Haifeng Zhang, Jun Wang

arXiv preprint

2025

Can Synthetic Images Serve as Effective and Efficient Class Prototypes?

Dianxing Shi, Dingjie Fu, Yuqiao Liu, Jun Wang

arXiv preprint

2025

OAgents: An Empirical Study of Building Effective Agents

He Zhu, Tianrui Qin, King Zhu, Heyuan Huang, Yeyi Guan, Jinxiang Xia, Yi Yao, Hanhao Li, Ningning Wang, Pai Liu, Tianhao Peng, Xin Gui, Xiaowan Li, Yuhui Liu, Yuchen Eleanor Jiang, Jun Wang, Changwang Zhang, Xiangru Tang, Ge Zhang, Jian Yang, Minghao Liu, Xitong Gao, Jiaheng Liu, Wangchunshu Zhou

arXiv preprint

2025

SAGE: Strategy-Adaptive Generation Engine for Query Rewriting

Teng Wang, Hailei Gong, Changwang Zhang, Jun Wang

arXiv preprint

2025

AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation

Le Wang, Jun Wang, Chunyu Qiang, Feng Deng, Chen Zhang, Di Zhang, Kun Gai

arXiv preprint

2025

Dynamic Pattern Alignment Learning for Pretraining Lightweight Human-Centric Vision Models

Xuanhan Wang, Huimin Deng, Ke Liu, Jun Wang, Lianli Gao, Jingkuan Song

arXiv preprint

2025

Risk-aware Direct Preference Optimization under Nested Risk Measure

Lijun Zhang, Lin Li, Yajie Qi, Huizhong Song, Yaodong Yang, Jun Wang, Wei Wei

arXiv preprint

2025

Hi-Agent: Hierarchical Vision-Language Agents for Mobile Device Control

Zhe Wu, Hongjin Lu, Junliang Xing, Changhao Zhang, Yuxuan Li, Yin Zhu, Yuhao Yang, Yuheng Jing, Kai Li, Kun Shao, Jianye Hao, Jun Wang, Yuanchun Shi

arXiv preprint

2025

Stitched Polar Codes

Yuan Li, Zicheng Ye, Huazi Zhang, Jun Wang, Wen Tong, Guiying Yan, Zhiming Ma

arXiv preprint

2025

Generative Models in Decision Making: A Survey

Xinyu Shao, Jianping Zhang, Haozhi Wang, Leo Maxime Brunswic, Kaiwen Zhou, Jiqian Dong, Kaiyang Guo, Zhitang Chen, Jun Wang, Jianye Hao, Xiu Li, Yinchuan Li

arXiv preprint

2025

PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing

Cheng Deng, Luoyang Sun, Jiwen Jiang, Yongcheng Zeng, Xinjian Wu, Wenxin Zhao, Qingfa Xiao, Jiachuan Wang, Haoyang Li, Lei Chen, Lionel M. Ni, Haifeng Zhang, Jun Wang

arXiv preprint

2025

SimDC: A High-Fidelity Device Simulation Platform for Device-Cloud Collaborative Computing

Ruiguang Pei, Junjie Wu, Dan Peng, Min Fang, Jianan Zhang, Zhihui Fu, Jun Wang

arXiv preprint

2025

ColorEcosystem: Powering Personalized, Standardized, and Trustworthy Agentic Service in massive-agent Ecosystem

Fangwen Wu, Zheng Wu, Jihong Wang, Yunku Chen, Ruiguang Pei, Heyuan Huang, Xin Liao, Xingyu Lou, Huarong Deng, Zhihui Fu, Weiwen Liu, Zhuosheng Zhang, Weinan Zhang, Jun Wang

arXiv preprint

2025

When, What, and How: Rethinking Retrieval-Enhanced Speculative Decoding

Min Fang, Zhihui Fu, Qibin Zhao, Jun Wang

arXiv preprint

2025

Constrained Language Model Policy Optimization via Risk-aware Stepwise Alignment

Lijun Zhang, Lin Li, Wei Wei, Yajie Qi, Huizhong Song, Jun Wang, Yaodong Yang, Jiye Liang

arXiv preprint

2025

OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation

Shengjia Zhang, Junjie Wu, Jiawei Chen, Changwang Zhang, Zhe Li, Xingyu Lou, Wangchunshu Zhou, Sheng Zhou, Can Wang, Jun Wang

arXiv preprint

2025

See-Control: A Multimodal Agent Framework for Smartphone Interaction with a Robotic Arm

Haoyu Zhao, Weizhong Ding, Yuhao Yang, Zheng Tian, Linyi Yang, Kun Shao, Jun Wang

arXiv preprint

2025

GTA: Grouped-head latenT Attention

Luoyang Sun, Cheng Deng, Jiwen Jiang, Xinjian Wu, Haifeng Zhang, Lei Chen, Lionel Ni, Jun Wang

arXiv preprint

2025

Agentic Web: Weaving the Next Web with AI Agents

Yingxuan Yang, Mulei Ma, Yuxuan Huang, Huacan Chai, Chenyu Gong, Haoran Geng, Yuanjian Zhou, Ying Wen, Meng Fang, Muhao Chen, Shangding Gu, Ming Jin, Costas Spanos, Yang Yang, Pieter Abbeel, Dawn Song, Weinan Zhang, Jun Wang

arXiv preprint

2025

Self-Verifying Reflection Helps Transformers with CoT Reasoning

Zhongwei Yu, Wannian Xia, Xue Yan, Bo Xu, Haifeng Zhang, Yali Du, Jun Wang

arXiv preprint

2025

Agent Exchange: Shaping the Future of AI Agent Economics

Yingxuan Yang, Ying Wen, Jun Wang, Weinan Zhang

arXiv preprint

2025

Beyond Syntax: Action Semantics Learning for App Agents

Bohan Tang, Dezhao Luo, Jianheng Liu, Jingxuan Chen, Shaogang Gong, Jianye Hao, Jun Wang, Kun Shao

arXiv preprint

2025

ColorAgent: Building A Robust, Personalized, and Interactive OS Agent

Ning Li, Qiqiang Lin, Zheng Wu, Xiaoyun Mo, Weiming Zhang, Yin Zhao, Xiangmou Qu, Jiamu Zhou, Jun Wang, Congmin Zheng, Yuanyi Song, Hongjiang Chen, Heyuan Huang, Jihong Wang, Jiaxin Yin, Jingwei Yu, Junwei Liao, Qiuying Peng, Xingyu Lou, Jun Wang, Weiwen Liu, Zhuosheng Zhang, Weinan Zhang

arXiv preprint

2025

MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation

Ning Li, Xiangmou Qu, Jiamu Zhou, Jun Wang, Muning Wen, Kounianhua Du, Xingyu Lou, Qiuying Peng, Jun Wang, Weinan Zhang

arXiv preprint

2025

ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks

Yuanyi Song, Heyuan Huang, Qiqiang Lin, Yin Zhao, Xiangmou Qu, Jun Wang, Xingyu Lou, Weiwen Liu, Zhuosheng Zhang, Jun Wang, Yong Yu, Weinan Zhang, Zhaoxiang Wang

arXiv preprint

2024

SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line Detection

Xingjian Hu, Baole Wei, Liangcai Gao, Jun Wang

arXiv preprint

2024

Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection

Chenchen Tao, Xiaohao Peng, Chong Wang, Jiafei Wu, Puning Zhao, Jun Wang, Jiangbo Qian

arXiv preprint

2024

HMDN: Hierarchical Multi-Distribution Network for Click-Through Rate Prediction

Xingyu Lou, Yu Yang, Kuiyao Dong, Heyuan Huang, Wenyi Yu, Ping Wang, Xiu Li, Jun Wang

arXiv preprint

2024

Reflective Human-Machine Co-adaptation for Enhanced Text-to-Image Generation Dialogue System

Yuheng Feng, Yangfan He, Yinghui Xia, Tianyu Shi, Jun Wang, Jinsong Yang

arXiv preprint

2024

Estimating Difficulty Levels of Programming Problems with Pre-trained Model

Zhiyuan Wang, Wei Zhang, Jun Wang

arXiv preprint

2024

PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs

Dan Peng, Zhihui Fu, Jun Wang

arXiv preprint

2024

On the Weight Spectrum of Rate-Compatible Polar Codes

Zicheng Ye, Yuan Li, Zhichao Liu, Huazi Zhang, Jun Wang, Guiying Yan, Zhiming Ma

arXiv preprint

2024

A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods

Yang Zhang, Hanlei Jin, Dan Meng, Jun Wang, Jinghua Tan

arXiv preprint

2024

Mixture of Attentions For Speculative Decoding

Matthieu Zimmer, Milan Gritta, Gerasimos Lampouras, Haitham Bou Ammar, Jun Wang

arXiv preprint

2024

Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement

Muning Wen, Junwei Liao, Cheng Deng, Jun Wang, Weinan Zhang, Ying Wen

arXiv preprint

2024

DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation

Heyuan Huang, Xingyu Lou, Chaochao Chen, Pengxiang Cheng, Yue Xin, Chengwei He, Xiang Liu, Jun Wang

arXiv preprint

2024

Adaptive Conditional Expert Selection Network for Multi-domain Recommendation

Kuiyao Dong, Xingyu Lou, Feng Liu, Ruian Wang, Wenyi Yu, Ping Wang, Jun Wang

arXiv preprint

2024

PathSeeker: Exploring LLM Security Vulnerabilities with a Reinforcement Learning-Based Jailbreak Approach

Zhihao Lin, Wei Ma, Mingyi Zhou, Yanjie Zhao, Haoyu Wang, Yang Liu, Jun Wang, Li Li

arXiv preprint

2024

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents

Taiyi Wang, Zhihao Wu, Jianheng Liu, Jianye Hao, Jun Wang, Kun Shao

arXiv preprint

2024

Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering

Junxiao Xue, Quan Deng, Fei Yu, Yanhao Wang, Jun Wang, Yuehua Li

arXiv preprint

2024

Voltran: Unlocking Trust and Confidentiality in Decentralized Federated Learning Aggregation

Hao Wang, Yichen Cai, Jun Wang, Chuan Ma, Chunpeng Ge, Xiangmou Qu, Lu Zhou

arXiv preprint

2024

LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation

Bohao Wang, Feng Liu, Changwang Zhang, Jiawei Chen, Yudi Wu, Sheng Zhou, Xingyu Lou, Jun Wang, Yan Feng, Chun Chen, Can Wang

arXiv preprint

2024

ALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching

Youpeng Zhao, Di Wu, Jun Wang

arXiv preprint

2024

Channel Polarization under Channel Noise with Memory

Tianfu Qi, Jun Wang

arXiv preprint

2024

ZSL-RPPO: Zero-Shot Learning for Quadrupedal Locomotion in Challenging Terrains using Recurrent Proximal Policy Optimization

Yao Zhao, Tao Wu, Yijie Zhu, Xiang Lu, Jun Wang, Haitham Bou-Ammar, Xinyu Zhang, Peng Du

arXiv preprint

2024

UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning

Yu Zhang, Rui Yu, Zhipeng Yao, Wenyuan Zhang, Jun Wang, Liming Zhang

arXiv preprint

2024

Bayesian Reward Models for LLM Alignment

Adam X. Yang, Maxime Robeyns, Thomas Coste, Zhengyan Shi, Jun Wang, Haitham Bou-Ammar, Laurence Aitchison

arXiv preprint

2024

Efficient Reinforcement Learning with Large Language Model Priors

Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou Ammar, Jun Wang

arXiv preprint

2024

Mean Field Correlated Imitation Learning

Zhiyu Zhao, Qirui Mi, Ning Yang, Xue Yan, Haifeng Zhang, Jun Wang, Yaodong Yang

arXiv preprint

2024

Lightweight Neural App Control

Filippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye Hao, Jun Wang, Kun Shao

arXiv preprint

2024

SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation

Jingxuan Chen, Derek Yuen, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao

arXiv preprint

2024

Human-inspired Episodic Memory for Infinite Context LLMs

Zafeirios Fountas, Martin A Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang

arXiv preprint

2024

Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf

Xuanfa Jin, Ziyan Wang, Yali Du, Meng Fang, Haifeng Zhang, Jun Wang

arXiv preprint

2024

Natural Language Reinforcement Learning

Xidong Feng, Ziyu Wan, Mengyue Yang, Ziyan Wang, Girish A. Koushik, Yali Du, Ying Wen, Jun Wang

arXiv preprint

2024

Partial Orders in Rate-Matched Polar Codes

Zhichao Liu, Liuquan Yao, Yuan Li, Huazi Zhang, Jun Wang, Guiying Yan, Zhiming Ma

arXiv preprint

2024

HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Device Scenarios

Jun Wang, Jiamu Zhou, Muning Wen, Xiaoyun Mo, Haoyu Zhang, Qiqiang Lin, Cheng Jin, Xihuai Wang, Weinan Zhang, Qiuying Peng, Jun Wang

arXiv preprint

2024

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking

Qiqiang Lin, Muning Wen, Qiuying Peng, Guanyu Nie, Junwei Liao, Jun Wang, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang

arXiv preprint

2023

Capacity Bounds and Low-Complexity Constellation Shaping under Mixed Gaussian-Impulsive Noise

Tianfu Qi, Jun Wang

arXiv preprint

2023

A new version of the adaptive fast Gauss transform for discrete and continuous sources

Leslie Greengard, Shidong Jiang, Manas Rachh, Jun Wang

arXiv preprint

2023

Why Can Large Language Models Generate Correct Chain-of-Thoughts?

Rasul Tutunov, Antoine Grosnit, Juliusz Ziomek, Jun Wang, Haitham Bou-Ammar

arXiv preprint

2023

Dynamic Token-Pass Transformers for Semantic Segmentation

Yuang Liu, Qiang Zhou, Jing Wang, Fan Wang, Jun Wang, Wei Zhang

arXiv preprint

2023

Lending Interaction Wings to Recommender Systems with Conversational Agents

Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang

arXiv preprint

2023

MiChao-HuaFen 1.0: A Specialized Pre-trained Corpus Dataset for Domain-specific Large Models

Yidong Liu, FuKai Shang, Fang Wang, Rui Xu, Jun Wang, Wei Li, Yao Li, Conghui He

arXiv preprint

2023

Federated Causality Learning with Explainable Adaptive Optimization

Dezhi Yang, Xintong He, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Jinglin Zhang

arXiv preprint

2023

Multi-granularity Causal Structure Learning

Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang

arXiv preprint

2023

Collaborative Recommendation Model Based on Multi-modal Multi-view Attention Network: Movie and literature cases

Zheng Hu, Shi-Min Cai, Jun Wang, Tao Zhou

arXiv preprint

2023

Negotiated Reasoning: On Provably Addressing Relative Over-Generalization

Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang

arXiv preprint

2023

Align and Attend: Multimodal Summarization with Dual Contrastive Losses

Bo He, Jun Wang, Jielin Qiu, Trung Bui, Abhinav Shrivastava, Zhaowen Wang

arXiv preprint

2023

DistilPose: Tokenized Pose Regression with Heatmap Distillation

Suhang Ye, Yingyi Zhang, Jie Hu, Liujuan Cao, Shengchuan Zhang, Lei Shen, Jun Wang, Shouhong Ding, Rongrong Ji

arXiv preprint

2023

Communication under Mixed Gaussian-Impulsive Channel: An End-to-End Framework

Chengjie Zhao, Jun Wang, Wei Huang, Xiaonan Chen, Tianfu Qi

arXiv preprint

2023

Large Sequence Models for Sequential Decision-Making: A Survey

Muning Wen, Runji Lin, Hanjing Wang, Yaodong Yang, Ying Wen, Luo Mai, Jun Wang, Haifeng Zhang, Weinan Zhang

arXiv preprint

2023

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, David Henry Mguni, Jun Wang

arXiv preprint

2023

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Xidong Feng, Ziyu Wan, Muning Wen, Stephen Marcus McAleer, Ying Wen, Weinan Zhang, Jun Wang

arXiv preprint

2023

TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning

Qirui Mi, Siyu Xia, Yan Song, Haifeng Zhang, Shenghao Zhu, Jun Wang

arXiv preprint

2023

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

Weiyu Ma, Qirui Mi, Yongcheng Zeng, Xue Yan, Yuqiao Wu, Runji Lin, Haifeng Zhang, Jun Wang

arXiv preprint

2023

Theoretical Bounds for the Size of Elementary Trapping Sets by Graphic Methods

Haoran Xiong, Zicheng Ye, Huazi Zhang, Jun Wang, Ke Liu, Dawei Yin, Guanghui Wang, Guiying Yan, Zhiming Ma

arXiv preprint

2022

Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation

Yangheng Zhao, Jun Wang, Xiaolong Li, Yue Hu, Ce Zhang, Yanfeng Wang, Siheng Chen

arXiv preprint

2022

Reinforcement Learning in Presence of Discrete Markovian Context Evolution

Hang Ren, Aivar Sootla, Taher Jafferjee, Junxiao Shen, Jun Wang, Haitham Bou-Ammar

arXiv preprint

2022

Multi-Agent Reinforcement Learning is a Sequence Modeling Problem

Muning Wen, Jakub Grudzien Kuba, Runji Lin, Weinan Zhang, Ying Wen, Jun Wang, Yaodong Yang

arXiv preprint

2022

A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems

Oliver Slumbers, David Henry Mguni, Stephen Marcus McAleer, Stefano B. Blumberg, Jun Wang, Yaodong Yang

arXiv preprint

2022

Scalable Model-based Policy Optimization for Decentralized Networked Systems

Yali Du, Chengdong Ma, Yuchen Liu, Runji Lin, Hao Dong, Jun Wang, Yaodong Yang

arXiv preprint

2022

Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds

Haoran Zhou, Honghua Chen, Yingkui Zhang, Mingqiang Wei, Haoran Xie, Jun Wang, Tong Lu, Jing Qin, Xiao-Ping Zhang

arXiv preprint

2022

LPCSE: Neural Speech Enhancement through Linear Predictive Coding

Yang Liu, Na Tang, Xiaoli Chu, Yang Yang, Jun Wang

arXiv preprint

2021

Popcorn: Paillier Meets Compression For Efficient Oblivious Neural Network Inference

Jun Wang, Chao Jin, Souhail Meftah, Khin Mi Mi Aung

arXiv preprint

2021

A Lossless Intra Reference Block Recompression Scheme for Bandwidth Reduction in HEVC-IBC

Jiyuan Hu, Jun Wang, Guangyu Zhong, Jian Cao, Ren Mao, Fan Liang

arXiv preprint

2021

Zero-shot Adversarial Quantization

Yuang Liu, Wei Zhang, Jun Wang

arXiv preprint

2021

Learning in Nonzero-Sum Stochastic Games with Potentials

David Mguni, Yutong Wu, Yali Du, Yaodong Yang, Ziyi Wang, Minne Li, Ying Wen, Joel Jennings, Jun Wang

arXiv preprint

2021

Adaptive Multi-Teacher Multi-level Knowledge Distillation

Yuang Liu, Wei Zhang, Jun Wang

arXiv preprint

2021

On the Weight Spectrum of Pre-Transformed Polar Codes

Yuan Li, Huazi Zhang, Rong Li, Jun Wang, Guiying Yan, Zhiming Ma

arXiv preprint

2021

MetaMIML: Meta Multi-Instance Multi-Label Learning

Yuanlin Yang, Guoxian Yu, Jun Wang, Lei Liu, Carlotta Domeniconi, Maozu Guo

arXiv preprint

2021

BOiLS: Bayesian Optimisation for Logic Synthesis

Antoine Grosnit, Cedric Malherbe, Rasul Tutunov, Xingchen Wan, Jun Wang, Haitham Bou Ammar

arXiv preprint

2021

Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning

Jakub Grudzien Kuba, Ruiqing Chen, Muning Wen, Ying Wen, Fanglei Sun, Jun Wang, Yaodong Yang

arXiv preprint

2021

Dispensed Transformer Network for Unsupervised Domain Adaptation

Yunxiang Li, Jingxiong Li, Ruilong Dan, Shuai Wang, Kai Jin, Guodong Zeng, Jun Wang, Xiangji Pan, Qianni Zhang, Huiyu Zhou, Qun Jin, Li Wang, Yaqi Wang

arXiv preprint

2021

DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention

David Mguni, Usman Islam, Yaqi Sun, Xiuling Zhang, Joel Jennings, Aivar Sootla, Changmin Yu, Ziyan Wang, Jun Wang, Yaodong Yang

arXiv preprint

2021

A 3D Non-Stationary Channel Model for 6G Wireless Systems Employing Intelligent Reflecting Surfaces with Practical Phase Shifts

Yingzhuo Sun, Cheng-Xiang Wang, Jie Huang, Jun Wang

arXiv preprint

2021

A unified polar decoder platform for low-power and low-cost devices

Jiajie Tong, Qifan Zhang, Huazi Zhang, Rong Li, Jun Wang, Wen Tong

arXiv preprint

2021

Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks

Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Jun Wang

arXiv preprint

2021

A General 3D Space-Time-Frequency Non-Stationary THz Channel Model for 6G Ultra-Massive MIMO Wireless Communication Systems

Jun Wang, Cheng-Xiang Wang, Jie Huang, Haiming Wang, Xiqi Gao

arXiv preprint

2021

Improving the Gilbert-Varshamov Bound by Graph Spectral Method

Zicheng Ye, Huazi Zhang, Rong Li, Jun Wang, Guiying Yan, Zhiming Ma

arXiv preprint

2020

ControlVAE: Controllable Variational Autoencoder

Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek Abdelzaher

arXiv preprint

2020

Multi-Agent Determinantal Q-Learning

Yaodong Yang, Ying Wen, Liheng Chen, Jun Wang, Kun Shao, David Mguni, Weinan Zhang

arXiv preprint

2020

Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction

Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang

arXiv preprint

2020

Game-Theoretic Multiagent Reinforcement Learning

Yaodong Yang, Chengdong Ma, Zihan Ding, Stephen McAleer, Chi Jin, Jun Wang, Tuomas Sandholm

arXiv preprint

2020

Learning from a Lightweight Teacher for Efficient Knowledge Distillation

Yuang Liu, Wei Zhang, Jun Wang

arXiv preprint

2020

Deep Feature-preserving Normal Estimation for Point Cloud Filtering

Dening Lu, Xuequan Lu, Yangxing Sun, Jun Wang

arXiv preprint

2020

Learning to Model Opponent Learning

Ian Davies, Zheng Tian, Jun Wang

arXiv preprint

2019

Bi-level Actor-Critic for Multi-agent Coordination

Haifeng Zhang, Weizhe Chen, Zeren Huang, Minne Li, Yaodong Yang, Weinan Zhang, Jun Wang

arXiv preprint

2019

Multi-View Multiple Clusterings using Deep Matrix Factorization

Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta, Xiangliang Zhang

arXiv preprint

2019

SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking

Dongyan Guo, Jun Wang, Ying Cui, Zhenhua Wang, Shengyong Chen

arXiv preprint

2019

Wasserstein Robust Reinforcement Learning

Mohammed Amin Abdullah, Hang Ren, Haitham Bou Ammar, Vladimir Milenkovic, Rui Luo, Mingtian Zhang, Jun Wang

arXiv preprint

2019

End-to-end feature fusion siamese network for adaptive visual tracking

Dongyan Guo, Jun Wang, Weixuan Zhao, Ying Cui, Zhenhua Wang, Shengyong Chen

arXiv preprint

2019

Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning

Ying Wen, Yaodong Yang, Rui Luo, Jun Wang, Wei Pan

arXiv preprint

2019

An Asymmetric Adaptive SCL Decoder Hardware for Ultra-Low-Error-Rate Polar Codes

Jiajie Tong, Huazi Zhang, Lingchen Huang, Xiaocheng Liu, Jun Wang

arXiv preprint

2018

JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features

Hongru Liang, Haozheng Wang, Jun Wang, Shaodi You, Zhe Sun, Jin-Mao Wei, Zhenglu Yang

arXiv preprint

2018

Mean Field Multi-Agent Reinforcement Learning

Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, Jun Wang

arXiv preprint

2018

Learning to Communicate Implicitly By Actions

Zheng Tian, Shihao Zou, Ian Davies, Tim Warr, Lisheng Wu, Haitham Bou Ammar, Jun Wang

arXiv preprint

2018

Learning Shared Dynamics with Meta-World Models

Lisheng Wu, Minne Li, Jun Wang

arXiv preprint

2018

Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation

Haifeng Zhang, Zilong Guo, Han Cai, Chris Wang, Weinan Zhang, Yong Yu, Wenxin Li, Jun Wang

arXiv preprint

2018

A Flip-Syndrome-List Polar Decoder Architecture for Ultra-Low-Latency Communications

Huazi Zhang, Jiajie Tong, Rong Li, Pengcheng Qiu, Yourui Huangfu, Chen Xu, Xianbin Wang, Jun Wang

arXiv preprint

2018

Parity-Check Polar Coding for 5G and Beyond

Huazi Zhang, Rong Li, Jian Wang, Shengchen Dai, Gongzheng Zhang, Ying Chen, Hejia Luo, Jun Wang

arXiv preprint

2017

Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning

Rui Luo, Jianhong Wang, Yaodong Yang, Zhanxing Zhu, Jun Wang

arXiv preprint

2012

A metric learning perspective of SVM: on the relation of SVM and LMNN

Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica

arXiv preprint

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