Junqi Gao

According to our database, Junqi Gao authored at least 42 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Auto-FlexSwitch: Efficient Dynamic Model Merging via Learnable Task Vector Compression.

Junqi Gao, Dazhi Zhang, Zhichang Guo, Biqing Qi, Yi Ran, Wangmeng Zuo

CoRR, April, 2026

WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement.

Fangyuan Li, Pengfei Li, Shijie Wang, Junqi Gao, Jianxing Liu, Biqing Qi, Yuqiang Li

CoRR, March, 2026

MARTI-MARS²: Scaling Multi-Agent Self-Search via Reinforcement Learning for Code Generation.

Shijie Wang, Pengfei Li, Yikun Fu, Kaifeng Liu, Fangyuan Li, Yang Liu, Xiaowei Sun, Zonglin Li, Siyao Zhao, Jian Zhao, Kai Tian, Dong Li, Junqi Gao, Yutong Zhang, Yiqun Chen, Yuqiang Li, Zoe Li, Weinan Zhang, Peng Ye, Shuyue Hu, Lei Bai, Bowen Zhou, Kaiyan Zhang, Biqing Qi

CoRR, February, 2026

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning.

Jian Zhao, Runze Liu, Kaiyan Zhang, Zhimu Zhou, Junqi Gao, Dong Li, Jiafei Lyu, Zhouyi Qian, Biqing Qi, Xiu Li, Bowen Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

PDAC: Efficient Coreset Selection for Continual Learning via Probability Density Awareness.

Junqi Gao, Zhichang Guo, Dazhi Zhang, Yao Li, Yi Ran, Biqing Qi

CoRR, November, 2025

A Survey of Reinforcement Learning for Large Reasoning Models.

Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu, Che Jiang, Yuchen Fan, Kai Tian, Guoli Jia, Pengfei Li, Yu Fu, Xingtai Lv, Yuchen Zhang, Sihang Zeng, Shang Qu, Haozhan Li, Shijie Wang, Yuru Wang, Xinwei Long, Fangfu Liu, Xiang Xu, Jiaze Ma, Xuekai Zhu, Ermo Hua, Yihao Liu, Zonglin Li, Huayu Chen, Xiaoye Qu, Yafu Li, Weize Chen, Zhenzhao Yuan, Junqi Gao, Dong Li, Zhiyuan Ma, Ganqu Cui, Zhiyuan Liu, Biqing Qi, Ning Ding, Bowen Zhou

CoRR, September, 2025

ReviewRL: Towards Automated Scientific Review with RL.

Sihang Zeng, Kai Tian, Kaiyan Zhang, Yuru wang, Junqi Gao, Runze Liu, Sa Yang, Jingxuan Li, Xinwei Long, Jiaheng Ma, Biqing Qi, Bowen Zhou

CoRR, August, 2025

Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning.

Biqing Qi, Junqi Gao, Xinquan Chen, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

IEEE Trans. Circuits Syst. Video Technol., June, 2025

Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration.

Junqi Gao, Zhichang Guo, Dazhi Zhang, Dong Li, Runze Liu, Pengfei Li, Kai Tian, Biqing Qi

CoRR, June, 2025

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling.

Runze Liu, Junqi Gao, Jian Zhao, Kaiyan Zhang, Xiu Li, Biqing Qi, Wanli Ouyang, Bowen Zhou

CoRR, February, 2025

FDphormer: Beyond Homophily with Feature-Difference Position Encoding.

Dong Li, Aijia Zhang, Huan Xiong, Biqing Qi, Junqi Gao

ACM Trans. Knowl. Discov. Data, 2025

A Novel Fast Spiral-Type Searching Trajectory for UAVs Magnetic Detection: From Theory to Practice.

Ying Shen, Xieyao Wang, Junqi Gao, Pengfei Zhang, Xiaobao Yang, Xiaomeng Li, Zhuangzhuang Gao, Henglei Zhang, Chunhui Sun, Hongsong Yang

IEEE Trans. Geosci. Remote. Sens., 2025

Optimal Frequency Design of Marine Electromagnetic Detection System for Small Underwater Targets.

Zekun Jiang, Junqi Gao, Ying Shen, Zhanfeng Sheng, Xuewen Wang, Kunpeng Gu, Siying Rao

IEEE Trans. Geosci. Remote. Sens., 2025

High-Precision Depth and Magnetic Moment Inversion of Buried Unexploded Ordnance Based on Particle Swarm Optimization Algorithm.

Zhiyue Chen, Ying Shen, Xiaobao Yang, Junqi Gao, Pengfei Zhang, Xiaomeng Li, Zhuangzhuang Gao, Xiaoyong Wang

IEEE Trans. Geosci. Remote. Sens., 2025

Speedy Aeromagnetic Detection Technology for Underwater Heritage Sites: A Case Study of the Flying Tigers P40 Wrecked Aircraft.

Ying Shen, Xuege Ge, Junqi Gao, Zhonghua Li, Henglei Zhang, Jiazeng Wang

IEEE Geosci. Remote. Sens. Lett., 2025

Sensitive Aeromagnetic System for Unexploded Ordnance Detection With High Detection Accuracy and Range.

Ying Shen, Zhiyue Chen, Junqi Gao, Pengfei Zhang, Xiaobao Yang

IEEE Geosci. Remote. Sens. Lett., 2025

ReviewRL: Towards Automated Scientific Review with RL.

Sihang Zeng, Kai Tian, Kaiyan Zhang, Yuru Wang, Junqi Gao, Runze Liu, Sa Yang, Jingxuan Li, Xinwei Long, Jiaheng Ma, Biqing Qi, Bowen Zhou

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Less is More: Efficient Model Merging with Binary Task Switch.

Biqing Qi, Fangyuan Li, Zhen Wang, Junqi Gao, Dong Li, Peng Ye, Bowen Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning.

Junqi Gao, Xiang Zou, Ying Ai, Dong Li, Yichen Niu, Biqing Qi, Jianxing Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Fast and Slow Gradient Approximation for Binary Neural Network Optimization.

Xinquan Chen, Junqi Gao, Biqing Qi, Dong Li, Yiang Luo, Fangyuan Li, Pengfei Li

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

DAGCN: hybrid model for efficiently handling joint node and link prediction in cloud workflows.

Ruimin Ma, Junqi Gao, Li Cheng, Yuyi Zhang, Ovanes L. Petrosian

Appl. Intell., December, 2024

Residual Magnetic Field Testing System with Tunneling Magneto-Resistive Arrays for Crack Inspection in Ferromagnetic Pipes.

Shuxiang Zhao, Junqi Gao, Jiamin Chen, Lindong Pan

Sensors, June, 2024

Enhancing Adversarial Transferability via Information Bottleneck Constraints.

Biqing Qi, Junqi Gao, Jianxing Liu, Ligang Wu, Bowen Zhou

IEEE Signal Process. Lett., 2024

Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization.

Biqing Qi, Zhouyi Qian, Yiang Luo, Junqi Gao, Dong Li, Kaiyan Zhang, Bowen Zhou

CoRR, 2024

SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning.

Biqing Qi, Junqi Gao, Xinquan Chen, Dong Li, Weinan Zhang, Bowen Zhou

CoRR, 2024

Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing.

Biqing Qi, Pengfei Li, Fangyuan Li, Junqi Gao, Kaiyan Zhang, Bowen Zhou

CoRR, 2024

Exploring Adversarial Robustness of Deep State Space Models.

Biqing Qi, Yang Luo, Junqi Gao, Pengfei Li, Kai Tian, Zhiyuan Ma, Bowen Zhou

CoRR, 2024

Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning.

Biqing Qi, Junqi Gao, Xingquan Chen, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

CoRR, 2024

Interactive Continual Learning: Fast and Slow Thinking.

Biqing Qi, Xingquan Chen, Junqi Gao, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

CoRR, 2024

Investigating Deep Watermark Security: An Adversarial Transferability Perspective.

Biqing Qi, Junqi Gao, Yiang Luo, Jianxing Liu, Ligang Wu, Bowen Zhou

CoRR, 2024

Exploring Adversarial Robustness of Deep State Space Models.

Biqing Qi, Yiang Luo, Junqi Gao, Pengfei Li, Kai Tian, Zhiyuan Ma, Bowen Zhou

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning.

Dong Li, Aijia Zhang, Junqi Gao, Biqing Qi

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Interactive Continual Learning: Fast and Slow Thinking.

Biqing Qi, Xinquan Chen, Junqi Gao, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SMR: State Memory Replay for Long Sequence Modeling.

Biqing Qi, Junqi Gao, Kaiyan Zhang, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

From Model to Algorithms: Distributed Magnetic Sensor System for Vehicle Tracking.

Jiazeng Wang, Junqi Gao, Shuxiang Zhao, Ruichao Zhu, Zekun Jiang, Zhaoqiang Chu, Zhineng Mao, Ying Shen

IEEE Trans. Ind. Informatics, March, 2023

mag_data.

Lindong Pan, Junqi Gao

Dataset, January, 2023

Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability.

Junqi Gao, Biqing Qi, Yao Li, Zhichang Guo, Dong Li, Yuming Xing, Dazhi Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Frequency Characteristics Analysis for Magnetic Anomaly Detection.

Jiazeng Wang, Zekun Jiang, Junqi Gao, Shuxiang Zhao, Wenmin Zhai, Ying Shen

IEEE Geosci. Remote. Sens. Lett., 2022

Noise Suppression for Vector Magnetic Anomaly Detection by Noise Spatial Characteristics Investigation.

Ying Shen, Jiazeng Wang, Junqi Gao

IEEE Geosci. Remote. Sens. Lett., 2022

2020

Beamforming technique based on adaptive diagonal loading in wireless access networks.

Junqi Gao, Jiaqi Zhen, Yingnan Lv, Baoyu Guo

Ad Hoc Networks, 2020

Magnetic moment direction estimation based on magnetic anomaly signature analysis.

Jiazeng Wang, Ying Shen, Junqi Gao, Lingsi Sun

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

2006

Health Monitoring of Rehabilitated Concrete Bridges Using Distributed Optical Fiber Sensing.

Wei Zhang, Junqi Gao, Bin Shi, Heliang Cui, Hong Zhu

Comput. Aided Civ. Infrastructure Eng., 2006