Liuyu Xiang

According to our database, Liuyu Xiang authored at least 50 papers between 2019 and 2026.

Collaborative distances:

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

2026

CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID.

Fengchun Zhang, Qiang Ma, Liuyu Xiang, Jinshan Lai, Tingxuan Huang, Jianwei Hu

CoRR, April, 2026

Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis.

Zicheng Kong, Dehua Ma, Zhenbo Xu, Alven Yang, Yiwei Ru, Haoran Wang, Zixuan Zhou, Fuqing Bie, Liuyu Xiang, Huijia Wu, Jian Zhao, Zhaofeng He

CoRR, February, 2026

Simulation-Free PSRO: Removing Game Simulation from Policy Space Response Oracles.

Yingzhuo Liu, Shuodi Liu, Weijun Luo, Liuyu Xiang, Zhaofeng He

CoRR, January, 2026

Rethinking Class-Incremental Learning From a Dynamic Imbalanced Learning Perspective.

Leyuan Wang, Liuyu Xiang, Yunlong Wang, Huijia Wu, Huafeng Yang, Jingqian Liu, Zhaofeng He

IEEE Trans. Multim., 2026

Symmetric Image-Text Tuning With Entropy-Guided Fusion for Online Continual Learning in Non-Stationary Visual Streams.

Leyuan Wang, Liuyu Xiang, Yujie Wei, Yiwei Ru, Yunlong Wang, Zhaofeng He

IEEE Trans. Image Process., 2026

RainbowArena: A multi-agent toolkit for reinforcement learning and large language models in tabletop games.

Yingzhuo Liu, Shuodi Liu, Hongsong Tang, Yubing Ma, Zikang Li, Junge Zhang, Liuyu Xiang, Zhaofeng He

Knowl. Based Syst., 2026

Knowledge-guided policy arbitration: A hierarchical cognitive framework for safety-critical decision-making under dynamic conflicting objectives.

Fuqing Bie, Xingyang Chang, Leyan Wang, Dehua Ma, Songfu Xu, Shuodi Liu, Yingzhuo Liu, Liuyu Xiang, Zhaofeng He

Expert Syst. Appl., 2026

A reinforcement learning-based approach for offline and online multi-line bus scheduling problem.

Yingzhuo Liu, Weijun Luo, Shuodi Liu, Liuyu Xiang, Xiaotian Zhuang, Guobin Wu, Zhaofeng He

Appl. Soft Comput., 2026

2025

Unlocking the Address Book: Dissecting the Sparse Semantic Structure of LLM Key-Value Caches via Sparse Autoencoders.

Qingsen Ma, Dianyun Wang, Jiaming Lyu, Yaoye Wang, Lechen Ning, Sujie Zhu, Zhenbo Xu, Liuyu Xiang, Huining Li, Huijia Wu, Zhaofeng He

CoRR, December, 2025

DrlGoFPGA: FPGA Global Placement Considering Input-Output Buffer Based on Deep Reinforcement Learning and Gradient Optimization.

Kang Yang, Jianwang Zhai, Liuyu Xiang, Zixi Huang, Dan Wu, Yida Wang, Kang Zhao, Ming Lei, Zhaofeng He

IEEE Trans. Circuits Syst. I Regul. Pap., November, 2025

Beyond Darkness: Thermal-Supervised 3D Gaussian Splatting for Low-Light Novel View Synthesis.

Qingsen Ma, Chen Zou, Dianyun Wang, Jia Wang, Liuyu Xiang, Zhaofeng He

CoRR, November, 2025

GUI Knowledge Bench: Revealing the Knowledge Gap Behind VLM Failures in GUI Tasks.

Chenrui Shi, Zedong Yu, Zhi Gao, Ruining Feng, Enqi Liu, Yuwei Wu, Yunde Jia, Liuyu Xiang, Zhaofeng He, Qing Li

CoRR, October, 2025

Toward Realistic Hierarchical Object Detection: Problem, Benchmark, and Solution.

Juexiao Feng, Yuhong Yang, Mengyao Lyu, Tianxiang Hao, Yi-Jie Huang, Yanchun Xie, Yaqian Li, Jungong Han, Liuyu Xiang, Guiguang Ding

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

Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation.

Pengxiang Li, Zechen Hu, Zirui Shang, Jingrong Wu, Yang Liu, Hui Liu, Zhi Gao, Chenrui Shi, Bofei Zhang, Zihao Zhang, Xiaochuan Shi, Zedong Yu, Yuwei Wu, Xinxiao Wu, Yunde Jia, Liuyu Xiang, Zhaofeng He, Qing Li

CoRR, September, 2025

Do MLLMs Really Understand the Charts?

Xiao Zhang, Dongyuan Li, Liuyu Xiang, Yao Zhang, Cheng-Zhong Xu, Zhaofeng He

CoRR, September, 2025

OmniPlay: Benchmarking Omni-Modal Models on Omni-Modal Game Playing.

Fuqing Bie, Shiyu Huang, Xijia Tao, Zhiqin Fang, Leyi Pan, Junzhe Chen, Min Ren, Liuyu Xiang, Zhaofeng He

CoRR, August, 2025

Distributed Policy Space Response Oracles in Two-Player Zero-Sum Games.

Hongsong Tang, Yingzhuo Liu, Letian Ni, Liuyu Xiang, Yaodong Yang, Ke Bi, Zhaofeng He

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation.

Chenxu Wang, Yonggang Jin, Cheng Hu, Youpeng Zhao, Zipeng Dai, Jian Zhao, Shiyu Huang, Liuyu Xiang, Junge Zhang, Zhaofeng He

CoRR, June, 2025

FDNet: A Frequency-Aware Decomposition Network for Robust Face Super-Resolution Against Adversarial Attacks.

Jia Wang, Pei-Pei Li, Liuyu Xiang, Rui Wang, Zhili Zhang, Qing Tian, Zhaofeng He

IEEE Trans. Inf. Forensics Secur., 2025

Toward Real-World Remote Sensing Image Super-Resolution: A New Benchmark and an Efficient Model.

Jia Wang, Liuyu Xiang, Lei Liu, Jiaochong Xu, Peipei Li, Qizhi Xu, Zhaofeng He

IEEE Trans. Geosci. Remote. Sens., 2025

Generalizable agent modeling for agent collaboration-competition adaptation with multi-retrieval and dynamic generation.

Chenxu Wang, Yonggang Jin, Cheng Hu, Youpeng Zhao, Zipeng Dai, Jian Zhao, Liuyu Xiang, Junge Zhang, Zhaofeng He

Neurocomputing, 2025

Can large language models independently complete tasks? A dynamic evaluation framework for multi-turn task planning and completion.

Jun Gao, Junlin Cui, Huijia Wu, Liuyu Xiang, Han Zhao, Xiangang Li, Meng Fang, Yaodong Yang, Zhaofeng He

Neurocomputing, 2025

GraphDiffusion: A Graph-conditioned Diffusion Model for Chip Placement.

Siyuan Fang, Liuyu Xiang, Wei Li, Zhaofeng He

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

RainbowArena: A Multi-Agent Toolkit for Reinforcement Learning and Large Language Models in Competitive Tabletop Games.

Yingzhuo Liu, Shuodi Liu, Hongsong Tang, Yubing Ma, Zikang Li, Junge Zhang, Liuyu Xiang, Zhaofeng He

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

FoodWeight1.4M: A Large-scale Multi-modal Dataset for Weight Estimation.

Lu Yuan, Zhenbo Xu, Dehua Ma, Jinghan Yang, Liuyu Xiang, Huijia Wu, Zhaofeng He

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Adaptive Articulated Object Manipulation on the Fly with Foundation Model Reasoning and Part Grounding.

Xiaojie Zhang, Yuanfei Wang, Ruihai Wu, Kunqi Xu, Yu Li, Liuyu Xiang, Hao Dong, Zhaofeng He

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Select-Then-Decompose: From Empirical Analysis to Adaptive Selection Strategy for Task Decomposition in Large Language Models.

Shuodi Liu, Yingzhuo Liu, Zi Wang, Yusheng Wang, Huijia Wu, Liuyu Xiang, Zhaofeng He

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

2024

GIEBench: Towards Holistic Evaluation of Group Identity-based Empathy for Large Language Models.

Leyan Wang, Yonggang Jin, Tianhao Shen, Tianyu Zheng, Xinrun Du, Chenchen Zhang, Wenhao Huang, Jiaheng Liu, Shi Wang, Ge Zhang, Liuyu Xiang, Zhaofeng He

CoRR, 2024

From Obstacle to Opportunity: Enhancing Semi-supervised Learning with Synthetic Data.

Zerun Wang, Jiafeng Mao, Liuyu Xiang, Toshihiko Yamasaki

CoRR, 2024

Rethinking Class-Incremental Learning from a Dynamic Imbalanced Learning Perspective.

Leyuan Wang, Liuyu Xiang, Yunlong Wang, Huijia Wu, Zhaofeng He

CoRR, 2024

CLIP model is an Efficient Online Lifelong Learner.

Leyuan Wang, Liuyu Xiang, Yujie Wei, Yunlong Wang, Zhaofeng He

CoRR, 2024

Dynamic Generation of Personalities with Large Language Models.

Jianzhi Liu, Hexiang Gu, Tianyu Zheng, Liuyu Xiang, Huijia Wu, Jie Fu, Zhaofeng He

CoRR, 2024

Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction.

Yonggang Jin, Ge Zhang, Hao Zhao, Tianyu Zheng, Jiawei Guo, Liuyu Xiang, Shawn Yue, Stephen W. Huang, Wenhu Chen, Zhaofeng He, Jie Fu

CoRR, 2024

SCOMatch: Alleviating Overtrusting in Open-Set Semi-supervised Learning.

Zerun Wang, Liuyu Xiang, Lang Huang, Jiafeng Mao, Ling Xiao, Toshihiko Yamasaki

Proceedings of the Computer Vision - ECCV 2024, 2024

Debiased Novel Category Discovering and Localization.

Juexiao Feng, Yuhong Yang, Yanchun Xie, Yaqian Li, Yandong Guo, Yuchen Guo, Yuwei He, Liuyu Xiang, Guiguang Ding

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Margin-aware rectified augmentation for long-tailed recognition.

Liuyu Xiang, Jungong Han, Guiguang Ding

Pattern Recognit., September, 2023

Deep Reinforcement Learning with Multitask Episodic Memory Based on Task-Conditioned Hypernetwork.

Yonggang Jin, Chenxu Wang, Liuyu Xiang, Yaodong Yang, Jie Fu, Zhaofeng He

CoRR, 2023

Online Open-set Semi-supervised Object Detection via Semi-supervised Outlier Filtering.

Zerun Wang, Ling Xiao, Liuyu Xiang, Zhaotian Weng, Toshihiko Yamasaki

CoRR, 2023

Generative Iris Prior Embedded Transformer for Iris Restoration.

Yubo Huang, Jia Wang, Peipei Li, Liuyu Xiang, Peigang Li, Zhaofeng He

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

An Adaptive Prompt Generation Framework for Task-oriented Dialogue System.

Jun Gao, Liuyu Xiang, Huijia Wu, Han Zhao, Yiqi Tong, Zhaofeng He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Box-Level Active Detection.

Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Long-tailed visual recognition with deep models: A methodological survey and evaluation.

Yu Fu, Liuyu Xiang, Yumna Zahid, Guiguang Ding, Tao Mei, Qiang Shen, Jungong Han

Neurocomputing, 2022

ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising.

Liuyu Xiang, Jundong Zhou, Jirui Liu, Zerun Wang, Haidong Huang, Jie Hu, Jungong Han, Yuchen Guo, Guiguang Ding

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

LODE: Deep Local Deblurring and A New Benchmark.

Zerun Wang, Liuyu Xiang, Fan Yang, Jinzhao Qian, Jie Hu, Haidong Huang, Jungong Han, Yuchen Guo, Guiguang Ding

CoRR, 2021

Increasing Oversampling Diversity for Long-Tailed Visual Recognition.

Liuyu Xiang, Guiguang Ding, Jungong Han

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020

Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification.

Liuyu Xiang, Guiguang Ding

CoRR, 2020

Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-Tailed Classification.

Liuyu Xiang, Guiguang Ding, Jungong Han

Proceedings of the Computer Vision - ECCV 2020, 2020

PANDA: A Gigapixel-Level Human-Centric Video Dataset.

Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Incremental Few-Shot Learning for Pedestrian Attribute Recognition.

Liuyu Xiang, Xiaoming Jin, Guiguang Ding, Jungong Han, Leida Li

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adaptive Region Embedding for Text Classification.

Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019