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Jiayan Qiu

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2020 – today

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2026
[j2]
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Zhe Cao, Lixin Xu, Ruiheng Zhang, Jin Zhang, Hongbin Pei, Daming Zhou, Jiayan Qiu:
ADP: Graph Adaptive Pooling Based on Edge Understanding With Graph Pooling Information Bottleneck. IEEE Trans. Consumer Electron. 72(1): 692-704 (2026)
[c18]
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Xiangyang Wu, Liu Liu, Baosheng Yu, Jiayan Qiu, Zhenwei Shi:
Remodeling Semantic Relationships in Vision-Language Fine-Tuning. AAAI 2026: 10790-10798
[c17]
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Hang Yu, Yansen Yu, Jiayan Qiu:
Understanding Interaction as You Need: Intention-Driven Pedestrian Behavior Prediction. AAAI 2026: 12126-12134
[i14]
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  - journals/corr/abs-2602-24110
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Yanwei Ren, Haotian Zhang, Likang Xiao, Xikai Zhang, Jiaxing Huang, Jiayan Qiu, Baosheng Yu, Quan Chen, Liu Liu:
Recycling Failures: Salvaging Exploration in RLVR via Fine-Grained Off-Policy Guidance. CoRR abs/2602.24110 (2026)
2025
[c16]
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Hang Yu, Yansen Yu, Jiayan Qiu:
Pedestrian Trajectory Prediction Driven by Bidirectional Intention-Interaction. ICME 2025: 1-6
[c15]
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Sheyang Tang, Xiaoyu Xu, Jiayan Qiu, Zhou Wang:
Controllable Data Generation with Hierarchical Neural Representations. ICML 2025
[c14]
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Ruilin Li, Hang Yu, Jiayan Qiu:
Dynamic Shadow Unveils Invisible Semantics for Video Outpainting. NeurIPS 2025
[c13]
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Yanwei Ren, Haotian Zhang, Fuxiang Wu, Jiayan Qiu, Jiaxing Huang, Baosheng Yu, Liu Liu:
SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation. NeurIPS 2025
[i13]
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  - journals/corr/abs-2506-06470
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Yanwei Ren, Haotian Zhang, Fuxiang Wu, Jiayan Qiu, Jiaxing Huang, Baosheng Yu, Liu Liu:
SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation. CoRR abs/2506.06470 (2025)
[i12]
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  - journals/corr/abs-2506-12394
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Haotian Zhang, Liu Liu, Baosheng Yu, Jiayan Qiu, Yanwei Ren, Xianglong Liu:
LARGO: Low-Rank Regulated Gradient Projection for Robust Parameter Efficient Fine-Tuning. CoRR abs/2506.12394 (2025)
[i11]
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  - journals/corr/abs-2506-14248
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Chenghao Li, Liu Liu, Baosheng Yu, Jiayan Qiu, Yibing Zhan:
Re-Initialization Token Learning for Tool-Augmented Large Language Models. CoRR abs/2506.14248 (2025)
[i10]
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  - journals/corr/abs-2506-21573
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Yanwei Ren, Liu Liu, Baosheng Yu, Jiayan Qiu, Quan Chen:
Instruction Learning Paradigms: A Dual Perspective on White-box and Black-box LLMs. CoRR abs/2506.21573 (2025)
[i9]
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  - journals/corr/abs-2509-24460
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Haotian Zhang, Liu Liu, Baosheng Yu, Jiayan Qiu, Likang Xiao, Yanwei Ren, Quan Chen, Xianglong Liu:
ContextPRM: Leveraging Contextual Coherence for multi-domain Test-Time Scaling. CoRR abs/2509.24460 (2025)
[i8]
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  - journals/corr/abs-2510-04089
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Yitong Cui, Liu Liu, Baosheng Yu, Jiayan Qiu, Xikai Zhang, Likang Xiao, Yixing Liu, Quan Chen:
SPOGW: a Score-based Preference Optimization method via Group-Wise comparison for workflows. CoRR abs/2510.04089 (2025)
[i7]
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  - journals/corr/abs-2511-08238
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Xiangyang Wu, Liu Liu, Baosheng Yu, Jiayan Qiu, Zhenwei Shi:
Remodeling Semantic Relationships in Vision-Language Fine-Tuning. CoRR abs/2511.08238 (2025)
2024
[c12]
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Hang Yu, Ruilin Li, Shaorong Xie, Jiayan Qiu:
Shadow-Enlightened Image Outpainting. CVPR 2024: 7850-7860
[c11]
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Xiaoyu Xu, Jiayan Qiu, Baosheng Yu, Zhou Wang:
Visual Relationship Transformation. ECCV (65) 2024: 251-272
[i6]
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  - journals/corr/abs-2405-03650
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Mahdi Naseri, Jiayan Qiu, Zhou Wang:
Generated Contents Enrichment. CoRR abs/2405.03650 (2024)
2022
[c10]
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Xiaoyu Xu, Jiayan Qiu, Xinchao Wang, Zhou Wang:
Relationship Spatialization for Depth Estimation. ECCV (37) 2022: 615-637
2021
[j1]
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Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao:
Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 745-752 (2021)
[c9]
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Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao:
Scene Essence. CVPR 2021: 8322-8333
[c8]
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  - conf/icip/Sun0QM21
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Wenyu Sun, Jiyang Xie, Jiayan Qiu, Zhanyu Ma:
Part Uncertainty Estimation Convolutional Neural Network For Person Re-Identification. ICIP 2021: 2304-2308
[i5]
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  - journals/corr/abs-2104-00202
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Junhui Yin, Jiayan Qiu, Siqing Zhang, Jiyang Xie, Zhanyu Ma, Jun Guo:
Unsupervised Person Re-identification via Simultaneous Clustering and Consistency Learning. CoRR abs/2104.00202 (2021)
2020
[c7]
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  - conf/cvpr/YangQSTW20
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Distilling Knowledge From Graph Convolutional Networks. CVPR 2020: 7072-7081
[c6]
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Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao:
Hallucinating Visual Instances in Total Absentia. ECCV (5) 2020: 264-282
[c5]
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Learning Propagation Rules for Attribution Map Generation. ECCV (20) 2020: 672-688
[i4]
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  - journals/corr/abs-2003-10477
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Distilling Knowledge from Graph Convolutional Networks. CoRR abs/2003.10477 (2020)
[i3]
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  - journals/corr/abs-2009-05972
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Junhui Yin, Jiayan Qiu, Siqing Zhang, Zhanyu Ma, Jun Guo:
SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification. CoRR abs/2009.05972 (2020)
[i2]
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  - journals/corr/abs-2010-07210
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Learning Propagation Rules for Attribution Map Generation. CoRR abs/2010.07210 (2020)

2010 – 2019

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2019
[c4]
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  - conf/cvpr/QiuWMT19
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Jiayan Qiu, Xinchao Wang, Stephen J. Maybank, Dacheng Tao:
World From Blur. CVPR 2019: 8493-8504
2018
[c3]
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  - conf/kdd/WangXQ0T18
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Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao:
Towards Evolutionary Compression. KDD 2018: 2476-2485
2017
[i1]
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Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao:
Towards Evolutional Compression. CoRR abs/1707.08005 (2017)
2015
[c2]
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  - conf/dicta/QiuDZA15
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Jiayan Qiu, Yuchao Dai, Yuhang Zhang, Jose M. Alvarez:
Hierarchical Aggregation Based Deep Aging Feature for Age Prediction. DICTA 2015: 1-5
[c1]
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Jia Li, Qiang Wang, Jiayan Qiu, Cong Dong:
Robust recovery of wideband block-sparse spectrum based on MAP and MMSE estimator. I2MTC 2015: 1783-1788

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