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2020 – today
- 2026
[c14]Xuancun Lu, Jiaxiang Chen, Shilin Xiao
, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu:
Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks. AAAI 2026: 35689-35697- [i14]Mingxi Zou, Jiaxiang Chen, Aotian Luo, Jingyi Dai, Chi Zhang, Dongning Sun, Zenglin Xu:
FinEvo: From Isolated Backtests to Ecological Market Games for Multi-Agent Financial Strategy Evolution. CoRR abs/2602.00948 (2026) - [i13]Mingxi Zou, Jiaxiang Chen, Junfan Li, Langzhang Liang, Qifan Wang, Yinghui Xu, Zenglin Xu:
DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding. CoRR abs/2603.08145 (2026) - [i12]Zixuan Chen, Jiaxiang Chen, Li Luo, Ke Xu, Xiaoxiang Huang, Tanfeng Sun, Xinghao Jiang:
IterInject: Indirect Prompt Injection Against LLM Agents via Feedback-Guided Iterative Optimization. CoRR abs/2605.24659 (2026) - [i11]Jiaxiang Chen, Aotian Luo, Zhouyi Zheng, Weiyi Huang, Chi Zhang, Zenglin Xu:
MetaPS: Adaptive Programmatic Strategy Selection for Market Agents. CoRR abs/2606.22385 (2026) - 2025
- [c13]Jiaxiang Chen, Jingwei Shi, Lei Gan, Jiale Zhang, Qingyu Zhang, Dongqian Zhang, Xin Pang, Zhucong Li, Yinghui Xu:
AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents. ACL (3) 2025: 535-541 - [c12]Jiaxiang Chen, Mingxi Zou, Zhuo Wang, Qifan Wang, Danny Dongning Sun, Zhang Chi, Zenglin Xu:
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making. EMNLP (Findings) 2025: 1648-1672 - [c11]Jiaxiang Chen, Zhuo Wang, Mingxi Zou, Zhucong Li, Zhijian Zhou, Song Wang, Zenglin Xu:
From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs. EMNLP (Findings) 2025: 3672-3684 - [c10]Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu:
Exploring the Robustness of Vision-Language-Action Models against Sensor Attacks. LAMPS@CCS 2025: 11-18 - [i10]Jiaxiang Chen, Jingwei Shi, Lei Gan, Jiale Zhang, Qingyu Zhang, Dongqian Zhang, Xin Pang, Zhucong Li, Yinghui Xu:
AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents. CoRR abs/2503.23948 (2025) - [i9]Jiaxiang Chen, Zhuo Wang, Mingxi Zou, Qifan Wang, Zenglin Xu:
Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation. CoRR abs/2506.07820 (2025) - [i8]Jiaxiang Chen, Mingxi Zou, Zhuo Wang, Qifan Wang, Dongning Sun, Chi Zhang, Zenglin Xu:
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making. CoRR abs/2506.09080 (2025) - [i7]Jiale Zhang, Jiaxiang Chen, Zhucong Li, Jie Ding, Kui Zhao, Zenglin Xu, Xin Pang, Yinghui Xu:
SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection. CoRR abs/2506.17288 (2025) - [i6]Jiaxiang Chen, Zhuo Wang, Mingxi Zou, Zhucong Li, Zhijian Zhou, Song Wang, Zenglin Xu:
From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs. CoRR abs/2509.06284 (2025) - [i5]Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu:
Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks. CoRR abs/2511.10008 (2025) - 2024
- [j6]Zhangfan Shen, Tiantian Chen, Yi Wang, Moke Li, Jiaxiang Chen, Zhanpeng Hu:
Skeuomorphic or flat? The effects of icon style on visual search and recognition performance. Displays 84: 102813 (2024) - [j5]Cuiping Shi, Jiaxiang Chen, Liguo Wang:
Hyperspectral image classification based on a novel Lush multi-layer feature fusion bias network. Expert Syst. Appl. 247: 123155 (2024) - [j4]Qingting Xu, Yu Hong, Jiaxiang Chen, Jianming Yao, Guodong Zhou:
Self-augmented sequentiality-aware encoding for aspect term extraction. Inf. Process. Manag. 61(2): 103656 (2024) - [c9]Jiaxiang Chen, Yu Hong, Chaoqun Liu, Qingting Xu, Guodong Zhou:
Decoupling and Refilling: A Simple Data Augmentation Method for Aspect Term Extraction. ICASSP 2024: 12582-12586 - [c8]Weichen Lin, Jiaxiang Chen, Ruomin Huang, Hu Ding:
An Effective Dynamic Gradient Calibration Method for Continual Learning. ICML 2024: 29872-29889 - [i4]Xin Pang, Zhucong Li, Jiaxiang Chen, Yuan Cheng, Yinghui Xu, Yuan Qi:
AI2Apps: A Visual IDE for Building LLM-based AI Agent Applications. CoRR abs/2404.04902 (2024) - [i3]Weichen Lin, Jiaxiang Chen, Ruomin Huang, Hu Ding:
An Effective Dynamic Gradient Calibration Method for Continual Learning. CoRR abs/2407.20956 (2024) - [i2]Jiaxiang Chen, Song Wang, Zhucong Li, Wayne Xiong, Lizhen Qu, Zenglin Xu, Yuan Qi:
Can we only use guideline instead of shot in prompt? CoRR abs/2409.12979 (2024) - 2023
- [j3]Zhonghua Ma, Jiaxiang Chen, Chen Li, Yanfeng Jiang:
A monopole broadband circularly polarized antenna with coupled disc and folded microstrip stub lines. EURASIP J. Wirel. Commun. Netw. 2023(1): 30 (2023) - [j2]Jiaxiang Chen, Jiayuan Fan, Hancheng Ye, Jie Li, Yongbin Liao, Tao Chen:
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation. IEEE Trans. Multim. 25: 7337-7349 (2023) - [c7]Jiaxiang Chen, Yu Hong, Qingting Xu, Jianmin Yao:
Smart "Chef": Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction. EMNLP (Findings) 2023: 2190-2197 - [c6]Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Yangyang Kang, Jiaxiang Chen, Guodong Zhou:
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting. EMNLP (Findings) 2023: 3892-3897 - [c5]Qingting Xu, Yu Hong, Jiaxiang Chen, Jianmin Yao, Guodong Zhou:
Data Augmentation via Back-translation for Aspect Term Extraction. IJCNN 2023: 1-8 - [c4]Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Jiaxiang Chen, Yangyang Kang, Guodong Zhou:
GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction. IJCNN 2023: 1-6 - 2022
- [c3]Jiaxiang Chen, Yu Hong, Qingting Xu, Jianmin Yao, Guodong Zhou:
Enhancing Neural Aspect Term Extraction Using Part-Of-Speech and Syntactic Dependency Features. ICTAI 2022: 303-310 - [c2]Yuchen Pan, Yu Hong, Qingting Xu, Jiaxiang Chen, Jianmin Yao:
Aspect Term Extraction via Contrastive Learning over Self-augmented Data. IJCNN 2022: 1-8 - [c1]Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding:
Coresets for Relational Data and The Applications. NeurIPS 2022 - [i1]Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding:
Coresets for Relational Data and The Applications. CoRR abs/2210.04249 (2022) - 2021
- [j1]Zhen You, Jiewen Huang, Jinyun Xue, Jiaxiang Chen, Jiaxin Liu, Qihong Yu, Hongwen Hu:
A Multiplayer Virtual Intelligent System Based on Distributed Virtual Reality. Int. J. Pattern Recognit. Artif. Intell. 35(14): 2159050:1-2159050:21 (2021)
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