Junkai Zhang

75 papers A* 8A 2B 2Misc 2Journal 51Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bellman-Ford in Almost-Linear Time for Dense Graphs.
CoRR
George Z. Li, Jason Li, Junkai Zhang
2026 J jnl
DynamicPAE: Generating Scene-Aware Physical Adversarial Examples in Real-Time.
IEEE Trans. Pattern Anal. Mach. Intell.
Jin Hu, Xianglong Liu, Jiakai Wang, Junkai Zhang, Xianqi Yang, Haotong Qin, Yuqing Ma, Ke Xu
2026 J jnl
Implicit Layer-Empowered Deep Learning Networks for 6G Adaptive Channel Estimation.
IEEE Trans. Commun.
Zhen Qiao, Jiang Xue, Junkai Zhang, Faheem Ahmad Khan, John S. Thompson
2026 J jnl
Scalable Pre-Trained Masked Channel Model of Wireless Communications.
IEEE Trans. Commun.
Jianhua Guo, Zhongsheng Deng, Zhen Qiao, Junkai Zhang, Jiang Xue, Dusit Niyato, Zongben Xu
2025 J jnl
Adaptive Implicit-Based Deep Learning Channel Estimation for 6G Communications.
IEEE Commun. Mag.
Zhen Qiao, Jiang Xue, Junkai Zhang, Guanzhang Liu, Xiaoqin Ma, Runhua Li, Faheem Ahmad Khan, John S. Thompson, Zongben Xu
2025 J jnl
Adaptive Implicit-Based Deep Learning Channel Estimation for 6G Communications.
CoRR
Zhen Qiao, Jiang Xue, Junkai Zhang, Guanzhang Liu, Xiaoqin Ma, Runhua Li, Faheem Ahmad Khan, John S. Thompson, Zongben Xu
2025 J jnl
Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics.
CoRR
Lianhao Zhou, Hongyi Ling, Cong Fu, Yepeng Huang, Michael Sun, Wendi Yu, Xiaoxuan Wang, Xiner Li, Xingyu Su, Junkai Zhang, Xiusi Chen, Chenxing Liang, Xiaofeng Qian, Heng Ji, Wei Wang, Marinka Zitnik, Shuiwang Ji
2025 J jnl
Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training.
CoRR
Junkai Zhang, Zihao Wang, Lin Gui, Swarnashree Mysore Sathyendra, Jaehwan Jeong, Victor Veitch, Wei Wang, Yunzhong He, Bing Liu, Lifeng Jin
2025 J jnl
DAE-GSP: Discriminative Autoencoder With Gaussian Selective Patch for Multimodal Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mengchang Li, Zhixi Feng, Shuyuan Yang, Yue Ma, Liangliang Song, Shuai Chen, Licheng Jiao, Junkai Zhang
2025 J jnl
Deep Learning-Empowered Secure Predictive Beamforming Design for Integrated Sensing and Communications Systems.
IEEE Trans. Wirel. Commun.
Junkai Zhang, Zhen Qiao, Faheem Ahmad Khan, Guanzhang Liu, Zhiqiang Wei, Jiang Xue, Zongben Xu, Derrick Wing Kwan Ng
2025 J jnl
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails.
CoRR
Yihe Deng, Yu Yang, Junkai Zhang, Wei Wang, Bo Li
2025 A conf
EEG-FSL: An EEG-Based Few-Shot Learning Framework for Music Recommendation.
CIKM
Ming He, Wenbo Luo, Yongjie Zheng, Junkai Zhang, Xiaolei Gao
2025 J jnl
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion.
CoRR
Junkai Zhang, Bin Li, Shoujun Zhou, Yue Du
2025 J jnl
HyP-ASO: A Hybrid Policy-based Adaptive Search Optimization Framework for Large-Scale Integer Linear Programs.
CoRR
Ning Xu, Junkai Zhang, Yang Wu, Huigen Ye, Hua Xu, Huiling Xu, Yifan Zhang
2025 J jnl
Intelligent Implicit CSI Feedback Approaches in Wideband Wireless Communications Systems.
IEEE Trans. Veh. Technol.
Zhengyang Hu, Guanzhang Liu, Junkai Zhang, Jiang Xue, Ahmed Alkhateeb
2025 J jnl
MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science.
CoRR
Junkai Zhang, Jingru Gan, Xiaoxuan Wang, Zian Jia, Changquan Gu, Jianpeng Chen, Yanqiao Zhu, Mingyu Derek Ma, Dawei Zhou, Ling Li, Wei Wang
2025 — conf
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design.
NAACL (System Demonstrations)
Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang
2025 — conf
MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery.
KDD (2)
Jianpeng Chen, Wangzhi Zhan, Haohui Wang, Zian Jia, Jingru Gan, Junkai Zhang, Jingyuan Qi, Tingwei Chen, Lifu Huang, Muhao Chen, Ling Li, Wei Wang, Dawei Zhou
2025 J jnl
MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery.
CoRR
Jianpeng Chen, Wangzhi Zhan, Haohui Wang, Zian Jia, Jingru Gan, Junkai Zhang, Jingyuan Qi, Tingwei Chen, Lifu Huang, Muhao Chen, Ling Li, Wei Wang, Dawei Zhou
2025 A* conf
Optimal Static Dictionary with Worst-Case Constant Query Time.
STOC
Yang Hu, Jingxun Liang, Huacheng Yu, Junkai Zhang, Renfei Zhou
2025 — conf
Protein Large Language Models: A Comprehensive Survey.
EMNLP (Findings)
Yijia Xiao, Wanjia Zhao, Junkai Zhang, Yiqiao Jin, Han Zhang, Zhicheng Ren, Renliang Sun, Haixin Wang, Guancheng Wan, Pan Lu, Xiao Luo, Yu Zhang, James Zou, Yizhou Sun, Wei Wang
2025 J jnl
Protein Large Language Models: A Comprehensive Survey.
CoRR
Yijia Xiao, Wanjia Zhao, Junkai Zhang, Yiqiao Jin, Han Zhang, Zhicheng Ren, Renliang Sun, Haixin Wang, Guancheng Wan, Pan Lu, Xiao Luo, Yu Zhang, James Zou, Yizhou Sun, Wei Wang
2025 J jnl
Shortcutting for Negative-Weight Shortest Path.
CoRR
George Z. Li, Jason Li, Satish Rao, Junkai Zhang
2025 A* conf
Static Retrieval Revisited: To Optimality and Beyond.
FOCS
Yang Hu, William Kuszmaul, Jingxun Liang, Huacheng Yu, Junkai Zhang, Renfei Zhou
2025 J jnl
Static Retrieval Revisited: To Optimality and Beyond.
CoRR
Yang Hu, William Kuszmaul, Jingxun Liang, Huacheng Yu, Junkai Zhang, Renfei Zhou
2025 J jnl
Step-Opt: Boosting Optimization Modeling in LLMs through Iterative Data Synthesis and Structured Validation.
CoRR
Yang Wu, Yifan Zhang, Yurong Wu, Yuran Wang, Junkai Zhang, Jian Cheng
2025 J jnl
Tongyi DeepResearch Technical Report.
CoRR
Baixuan Li, Bo Zhang, Dingchu Zhang, Fei Huang, Guangyu Li, Guoxin Chen, Huifeng Yin, Jialong Wu, Jingren Zhou, Kuan Li, Liangcai Su, Litu Ou, Liwen Zhang, Pengjun Xie, Rui Ye, Wenbiao Yin, Xinmiao Yu, Xinyu Wang, Xixi Wu, Xuanzhong Chen, Yida Zhao, Zhen Zhang, Zhengwei Tao, Zhongwang Zhang, Zile Qiao, Chenxi Wang, Donglei Yu, Gang Fu, Haiyang Shen, Jiayin Yang, Jun Lin, Junkai Zhang, Kui Zeng, Li Yang, Hailong Yin, Maojia Song, Ming Yan, Peng Xia, Qian Xiao, Rui Min, Ruixue Ding, Runnan Fang, Shaowei Chen, Shen Huang, Shihang Wang, Shihao Cai, Weizhou Shen, Xiaobin Wang, Xin Guan, Xinyu Geng, Yingcheng Shi, Yuning Wu, Zhuo Chen, Zijian Li, Yong Jiang
2025 — conf
Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation.
EMNLP (Findings)
Yang Wu, Yifan Zhang, Yurong Wu, Yuran Wang, Junkai Zhang, Jian Cheng
2025 J jnl
WebSailor: Navigating Super-human Reasoning for Web Agent.
CoRR
Kuan Li, Zhongwang Zhang, Huifeng Yin, Liwen Zhang, Litu Ou, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Dingchu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Jingren Zhou
2025 J jnl
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization.
CoRR
Zhengwei Tao, Jialong Wu, Wenbiao Yin, Junkai Zhang, Baixuan Li, Haiyang Shen, Kuan Li, Liwen Zhang, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
2024 Misc conf
A 3D Virtual Try-On Method with Global-Local Alignment and Diffusion Model.
ICASSP
Shougan Pan, Zhengwentai Sun, Chenxing Wang, Junkai Zhang
2024 J jnl
A New Model of Vocal Music Teaching in the Context of Internet Distance Learning.
Int. J. Web Based Learn. Teach. Technol.
Xiaochen Zhang, Junkai Zhang
2024 J jnl
A multi-channel gamma voltage generator using transient-enhanced buffer for high-resolution LCoS driver IC.
IEICE Electron. Express
Chenghe Yang, Yingqi Feng, Wenyu Yang, Junkai Zhang, Li Tian, Hui Wang, Zunkai Huang
2024 Misc conf
BTPA: Hardware-Software Co-Design for Bitwise Based Transformer with Parallelized Accelerator.
HPSC
Junkai Zhang, Gaoxiang Duan, Zunkai Huang, Hui Wang, Yongxin Zhu
2024 A* conf
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems.
WWW
Zijie Huang, Jeehyun Hwang, Junkai Zhang, Jinwoo Baik, Weitong Zhang, Dominik Wodarz, Yizhou Sun, Quanquan Gu, Wei Wang
2024 J jnl
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems.
CoRR
Zijie Huang, Jeehyun Hwang, Junkai Zhang, Jinwoo Baik, Weitong Zhang, Dominik Wodarz, Yizhou Sun, Quanquan Gu, Wei Wang
2024 A conf
Demo: Visualizing the Shadows: Unveiling Data Poisoning Behaviors in Federated Learning.
ICDCS
Xueqing Zhang, Junkai Zhang, Ka-Ho Chow, Juntao Chen, Ying Mao, Mohamed Rahouti, Xiang Li, Yuchen Liu, Wenqi Wei
2024 J jnl
Dual-Stage Agglomeration Strategy: An Approach of Flexible Partitioning for Energy Internet.
IEEE Syst. J.
Xuguang Hu, Junkai Zhang, Dazhong Ma, Qingchen Wang, Qiuye Sun
2024 J jnl
DynamicPAE: Generating Scene-Aware Physical Adversarial Examples in Real-Time.
CoRR
Jin Hu, Xianglong Liu, Jiakai Wang, Junkai Zhang, Xianqi Yang, Haotong Qin, Yuqing Ma, Ke Xu
2024 B conf
Enhancing Crime Investigation: Attention-Based GAN for Sketch-to-Portrait Conversion.
COMPSAC
Sheng Yun, Haoran Xue, Xueqing Zhang, Junkai Zhang, Yijun Zhao
2024 A* conf
Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time.
NeurIPS
Zixiang Chen, Huizhuo Yuan, Yongqian Li, Yiwen Kou, Junkai Zhang, Quanquan Gu
2024 A* conf
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning.
AAAI
Junkai Zhang, Yifan Zhang, Xi Sheryl Zhang, Yifan Zang, Jian Cheng
2024 J jnl
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning.
CoRR
Junkai Zhang, Yifan Zhang, Xi Sheryl Zhang, Yifan Zang, Jian Cheng
2024 J jnl
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design.
CoRR
Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang
2024 J jnl
Optimal Static Dictionary with Worst-Case Constant Query Time.
CoRR
Yang Hu, Jingxun Liang, Huacheng Yu, Junkai Zhang, Renfei Zhou
2024 J jnl
Performance Analysis of In-Band-Full-Duplex Multi-Cell Wideband IAB Networks.
IEEE Access
Junkai Zhang, Tharmalingam Ratnarajah
2024 A* conf
Uncertainty-Aware Reward-Free Exploration with General Function Approximation.
ICML
Junkai Zhang, Weitong Zhang, Dongruo Zhou, Quanquan Gu
2024 J jnl
Uncertainty-Aware Reward-Free Exploration with General Function Approximation.
CoRR
Junkai Zhang, Weitong Zhang, Dongruo Zhou, Quanquan Gu
2024 J jnl
Visualizing the Shadows: Unveiling Data Poisoning Behaviors in Federated Learning.
CoRR
Xueqing Zhang, Junkai Zhang, Ka-Ho Chow, Juntao Chen, Ying Mao, Mohamed Rahouti, Xiang Li, Yuchen Liu, Wenqi Wei
2023 — conf
Air-Ground OTFS in-Band-Full-Duplex Integrated Sensing and Communications Systems.
ICC
Junkai Zhang, Tharmalingam Ratnarajah
2023 J jnl
Bitformer: An efficient Transformer with bitwise operation-based attention for Big Data Analytics at low-cost low-precision devices.
CoRR
Gaoxiang Duan, Junkai Zhang, Xiaoying Zheng, Yongxin Zhu
2023 J jnl
Fast Sampling via De-randomization for Discrete Diffusion Models.
CoRR
Zixiang Chen, Huizhuo Yuan, Yongqian Li, Yiwen Kou, Junkai Zhang, Quanquan Gu
2023 A* conf
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs.
ICML
Junkai Zhang, Weitong Zhang, Quanquan Gu
2023 J jnl
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs.
CoRR
Junkai Zhang, Weitong Zhang, Quanquan Gu
2023 J jnl
Performance Analysis of In-Band-Full-Duplex Multi-Cell Wideband IAB Networks.
CoRR
Junkai Zhang, Tharmalingam Ratnarajah
2023 J jnl
Vehicle re-identification method based on multi-attribute dense linking network combined with distance control module.
Frontiers Neurorobotics
Xiaoming Sun, Yan Chen, Yan Duan, Yongliang Wang, Junkai Zhang, Bochao Su, Li Li
2023 A* conf
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
NeurIPS
Zixiang Chen, Junkai Zhang, Yiwen Kou, Xiangning Chen, Cho-Jui Hsieh, Quanquan Gu
2023 J jnl
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
CoRR
Zixiang Chen, Junkai Zhang, Yiwen Kou, Xiangning Chen, Cho-Jui Hsieh, Quanquan Gu
2022 J jnl
Design and Analysis of Wideband In-Band-Full- Duplex FR2-IAB Networks.
IEEE Trans. Wirel. Commun.
Junkai Zhang, Haifeng Luo, Navneet Garg, Abhijeet Bishnu, Mark Holm, Tharmalingam Ratnarajah
2022 — conf
Design of In-Band-Full-Duplex IAB Networks for Integrated Sensing and Communications.
ICC
Junkai Zhang, Navneet Garg, Tharmalingam Ratnarajah
2022 J jnl
In-Band-Full-Duplex Integrated Sensing and Communications for IAB Networks.
IEEE Trans. Veh. Technol.
Junkai Zhang, Navneet Garg, Tharmalingam Ratnarajah
2021 — conf
A 6-bit, 1GS/s Digital to Analog Converter for Automotive Ethernet PHY.
ASICON
Xinyao Zhang, Zunkai Huang, Yingqi Feng, Junkai Zhang, Li Tian, Yongxin Zhu, Hui Wang, Songlin Feng
2021 — conf
A High-Efficiency Charge Pump for AMOLED Display Driver IC.
ASICON
Junkai Zhang, Zunkai Huang, Quanze Li, Xinyao Zhang, Li Tian, Yongxin Zhu, Hui Wang, Songlin Feng
2021 J jnl
Design and Analysis of Wideband Full-Duplex FR2-IAB Networks.
CoRR
Junkai Zhang, Haifeng Luo, Navneet Garg, Abhijeet Bishnu, Mark Holm, Tharmalingam Ratnarajah
2021 — conf
Design and Analysis of mmWave Full-Duplex Integrated Access and Backhaul Networks.
ICC
Junkai Zhang, Haifeng Luo, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah
2021 J jnl
Design of Full Duplex Millimeter-Wave Integrated Access and Backhaul Networks.
IEEE Wirel. Commun.
Junkai Zhang, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah
2021 J jnl
Design of Full-Duplex Millimeter-Wave Integrated Access and Backhaul Networks.
CoRR
Junkai Zhang, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah
2021 B conf
Nyström Method-Based Hybrid Precoding for mmWave Full-Duplex Integrated Access and Backhaul Systems.
WCNC
Junkai Zhang, Navneet Garg, Mark Holm, Tharmalingam Ratnarajah
2021 J jnl
Rate-Energy Balanced Precoding Design for SWIPT Based Two-Way Relay Systems.
IEEE J. Sel. Top. Signal Process.
Navneet Garg, Junkai Zhang, Tharmalingam Ratnarajah
2021 J jnl
Rate-Energy Balanced Precoding Design for SWIPT based Two-Way Relay Systems.
CoRR
Navneet Garg, Junkai Zhang, Tharmalingam Ratnarajah
2020 J jnl
Design of a self-organizing reciprocal modular neural network for nonlinear system modeling.
Neurocomputing
Wenjing Li, Meng Li, Junkai Zhang, Junfei Qiao
2020 J jnl
Research on Community Detection in Complex Networks Based on Internode Attraction.
Entropy
Jinfang Sheng, Cheng Liu, Long Chen, Bin Wang, Junkai Zhang
2019 J jnl
Identifying Influential Nodes in Complex Networks Based on Local Effective Distance.
Inf.
Junkai Zhang, Bin Wang, Jinfang Sheng, Jinying Dai, Jie Hu, Long Chen
2017 J jnl
Stable and Fast-Response Capacitive Humidity Sensors Based on a ZnO Nanopowder/PVP-RGO Multilayer.
Sensors
Hui Yang, Qiangqiang Ye, Ruixue Zeng, Junkai Zhang, Lei Yue, Ming Xu, Zhi-Jun Qiu, Dongping Wu
2013 — conf
Research of Single Sign-On in Mobile RFID Middleware Based on Dynamic Tokens and WMMP.
CSE
Zhuosheng Su, Qianhua He, Junkai Zhang, Hongtao Li