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Journal Articles

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2024
[j16]
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Yuyan Chen, Jing Chi, Tianshu Shen, Bingyi You, Yanbing Wang, Caiming Zhang:
A multi-granularity facial extreme makeup transfer and removal model with local-global collaboration. Appl. Intell. 54(20): 9741-9759 (2024)
[j15]
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Jun Zhang, Xiao Huang, Weixun Zhou, Huyan Fu, Yuyan Chen, Zhenghao Zhan:
Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning. Remote. Sens. 16(3): 568 (2024)
[j14]
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Yuyan Chen, Yanghua Xiao, Zhixu Li, Bang Liu:
XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding. IEEE Trans. Knowl. Data Eng. 36(3): 1371-1384 (2024)
2023
[j13]
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Ji Gan, Yuyan Chen, Bo Hu, Jiaxu Leng, Weiqiang Wang, Xinbo Gao:
Characters as graphs: Interpretable handwritten Chinese character recognition via Pyramid Graph Transformer. Pattern Recognit. 137: 109317 (2023)
[j12]
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Siyi Wen, Zihan Liu, Yu Han, Yuyan Chen, Liangsi Xu, Qiongsa Li:
Spatiotemporal Variation Characteristics of Reference Evapotranspiration and Relative Moisture Index in Heilongjiang Investigated through Remote Sensing Tools. Remote. Sens. 15(10): 2582 (2023)
2022
[j11]
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Jianfu Xia, Daqing Yang, Hong Zhou, Yuyan Chen, Hongliang Zhang, Tong Liu, Ali Asghar Heidari, Huiling Chen, Zhifang Pan:
Evolving kernel extreme learning machine for medical diagnosis via a disperse foraging sine cosine algorithm. Comput. Biol. Medicine 141: 105137 (2022)
[j10]
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Yuyan Chen, Bin Dong, Jinchao Xu:
Meta-MgNet: Meta multigrid networks for solving parameterized partial differential equations. J. Comput. Phys. 455: 110996 (2022)
2019
[j9]
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Yeqin Wang, Zhen Wu, Aoyun Xia, Chang Guo, Yuyan Chen, Yan Yang, Zhongyi Tang:
Energy management strategy for HEV based on KFCM and neural network. Concurr. Comput. Pract. Exp. 31(10) (2019)
[j8]
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Bohan Liu, Guoping Rong, Liming Dong, He Zhang, Danni Chen, Tiange Chen, Yuyan Chen, Tiantian Zhang:
What are the factors affecting the handover process in open source development? J. Syst. Softw. 153: 238-254 (2019)
[j7]
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Chuanjun Tong, Jian-kun Dai, Yuyan Chen, Kaiwei Zhang, Yanqiu Feng, Zhifeng Liang:
Differential coupling between subcortical calcium and BOLD signals during evoked and resting state through simultaneous calcium fiber photometry and fMRI. NeuroImage 200: 405-413 (2019)
2018
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Yeqin Wang, Zhen Wu, Yuyan Chen, Aoyun Xia, Chang Guo, Zhongyi Tang:
Research on energy optimization control strategy of the hybrid electric vehicle based on Pontryagin's minimum principle. Comput. Electr. Eng. 72: 203-213 (2018)
[j5]
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Yeqin Wang, Yan Yang, Yuyan Chen, Tung Chin Pan, Chang Guo, Aoyun Xia:
Adaptive total sliding mode control for the current of power factor correction circuit. IEICE Electron. Express 15(18): 20180505 (2018)
2017
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Yuyan Chen, Shuo Zhang:
A conservative stable finite element method for Stokes flow and nearly incompressible linear elasticity on rectangular grid. J. Comput. Appl. Math. 323: 53-70 (2017)
2013
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Lijuan Zhou, Yuyan Chen, Shuang Li:
Improved Data Mining Algorithms Based on an Early Warning System of College Students. J. Softw. 8(9): 2352-2359 (2013)
2012
[j2]
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Haixiang Guo, Jinglu Hu, Shiwei Yu, Han Sun, Yuyan Chen:
Computing of the contribution rate of scientific and technological progress to economic growth in Chinese regions. Expert Syst. Appl. 39(10): 8514-8521 (2012)
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Lijuan Zhou, Yuyan Chen, Shuang Li:
Study and Application of an Improved Clustering Algorithm. J. Softw. 7(6): 1234-1241 (2012)

Conference and Workshop Papers

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2024
[c24]
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Yuyan Chen, Yichen Yuan, Panjun Liu, Dayiheng Liu, Qinghao Guan, Mengfei Guo, Haiming Peng, Bang Liu, Zhixu Li, Yanghua Xiao:
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation. AAAI 2024: 17826-17834
[c23]
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Yuyan Chen, Songzhou Yan, Sijia Liu, Yueze Li, Yanghua Xiao:
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. ACL (Findings) 2024: 2149-2176
[c22]
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Yuyan Chen, Songzhou Yan, Qingpei Guo, Jiyuan Jia, Zhixu Li, Yanghua Xiao:
HOTVCOM: Generating Buzzworthy Comments for Videos. ACL (Findings) 2024: 2198-2224
[c21]
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Yuyan Chen, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao:
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL (Findings) 2024: 2225-2238
[c20]
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Yuyan Chen, Songzhou Yan, Panjun Liu, Yanghua Xiao:
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models. ACL (1) 2024: 3138-3167
[c19]
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Zhihong Zhu, Kefan Shen, Zhaorun Chen, Yunyan Zhang, Yuyan Chen, Xiaoqi Jiao, Zhongwei Wan, Shaorong Xie, Wei Liu, Xian Wu, Yefeng Zheng:
DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection. EMNLP 2024: 2900-2912
[c18]
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Yuyan Chen, Xing Zhao, Ji Gan, Jiaxu Leng, Yan Zhang, Xinbo Gao:
Structure-Aware in-Air Handwritten Text Recognition with Graph-Guided Cross-Modality Translator. ICASSP 2024: 5020-5024
[c17]
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Bo Li, Yuyan Chen, Liang Zeng:
Kenet: Knowledge-Enhanced DOC-Label Attention Network for Multi-Label Text Classification. ICASSP 2024: 11961-11965
[c16]
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Zhihong Zhu, Xuxin Cheng, Zhaorun Chen, Yuyan Chen, Yunyan Zhang, Xian Wu, Yefeng Zheng, Bowen Xing:
InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing. ACM Multimedia 2024: 515-524
[c15]
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Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao:
XMeCap: Meme Caption Generation with Sub-Image Adaptability. ACM Multimedia 2024: 3352-3361
[c14]
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Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, Yanghua Xiao:
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models. WSDM 2024: 116-124
2023
[c13]
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  - conf/cikm/ChenFYWFL0LX23
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Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. CIKM 2023: 245-255
[c12]
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Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CIKM 2023: 276-285
[c11]
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Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao:
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. EMNLP (Findings) 2023: 3279-3304
[c10]
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  - conf/icceic/ChenZZ23
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Yuyan Chen, Chuanfu Zhang, Tao Zhang:
Spatial-Temporal Decisions for Moving Target Defense Game Subject to Quality of Service Constraints. ICCEIC 2023: 210-215
[c9]
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  - conf/wsdm/ChenLLXLC23
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Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen:
Can Pre-trained Language Models Understand Chinese Humor? WSDM 2023: 465-480
2022
[c8]
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  - conf/icde/ChenXL22
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Yuyan Chen, Yanghua Xiao, Bang Liu:
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. ICDE 2022: 741-754
2021
[c7]
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  - conf/acai2/YangXPC21
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Bin Yang, Kai Xie, Hongbo Pan, Yuyan Chen:
Improved Super-resolution Network based on SRCNN. ACAI 2021: 60:1-60:6
[c6]
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  - conf/icig/ShengLHFWTCCC21
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Wei Sheng, Liang Li, Shaoqiang Han, Yun-Shuang Fan, Chong Wang, Qin Tang, Yuyan Chen, Qian Cui, Huafu Chen:
Brain Connectivity: Exploring from a High-Level Topological Perspective. ICIG (2) 2021: 18-29
2020
[c5]
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  - conf/isicdm/ChenCTSYC20
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Yuyan Chen, Qian Cui, Qin Tang, Wei Sheng, Yang Yang, Huafu Chen:
Amygdala-Based Structural Covariance and Functional Connectivity Alterations in Patients with Generalized Anxiety Disorder. ISICDM 2020: 192-196
[c4]
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  - conf/pkdd/YangHZWCLML20
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Haitian Yang, Weiqing Huang, Xuan Zhao, Yan Wang, Yuyan Chen, Bin Lv, Rui Mao, Ning Li:
AMQAN: Adaptive Multi-Attention Question-Answer Networks for Answer Selection. ECML/PKDD (3) 2020: 584-599
2019
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Yajing Pang, Qian Cui, Yifeng Wang, Yuyan Chen, Qi Yang, Huafu Chen:
Major Depressive Disorder Shows Frequency-specific Abnormal Functional Connectivity Patterns Associated with Anhedonia. ICMHI 2019: 65-70
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Yuyan Chen, Sen Hu, Lei Zou:
An In-depth Analysis of Graph Neural Networks for Semi-supervised Learning. JIST (2) 2019: 65-77
[c1]
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Yuyan Chen, Lei Zou, Zongyue Qin:
Gated Relational Graph Neural Network for Semi-supervised Learning on Knowledge Graphs. WISE 2019: 617-629

Informal and Other Publications

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2024
[i16]
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  - journals/corr/abs-2403-01767
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Bo Li, Yuyan Chen, Liang Zeng:
KeNet: Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification. CoRR abs/2403.01767 (2024)
[i15]
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  - journals/corr/abs-2403-09131
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Chang Zong, Yuyan Chen, Weiming Lu, Jian Shao, Yueting Zhuang:
ProSwitch: Knowledge-Guided Language Model Fine-Tuning to Generate Professional and Non-Professional Styled Text. CoRR abs/2403.09131 (2024)
[i14]
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  - journals/corr/abs-2406-04712
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Yinghui Xia, Yuyan Chen, Tianyu Shi, Jun Wang, Jinsong Yang:
AICoderEval: Improving AI Domain Code Generation of Large Language Models. CoRR abs/2406.04712 (2024)
[i13]
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  - journals/corr/abs-2407-04105
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Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen:
Can Pre-trained Language Models Understand Chinese Humor? CoRR abs/2407.04105 (2024)
[i12]
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  - journals/corr/abs-2407-04118
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Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao:
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. CoRR abs/2407.04118 (2024)
[i11]
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  - journals/corr/abs-2407-04121
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Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. CoRR abs/2407.04121 (2024)
[i10]
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  - journals/corr/abs-2407-11033
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Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CoRR abs/2407.11033 (2024)
[i9]
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  - journals/corr/abs-2407-17152
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Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao:
XMeCap: Meme Caption Generation with Sub-Image Adaptability. CoRR abs/2407.17152 (2024)
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  - journals/corr/abs-2408-10947
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Yuyan Chen, Chenwei Wu, Songzhou Yan, Panjun Liu, Haoyu Zhou, Yanghua Xiao:
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models. CoRR abs/2408.10947 (2024)
[i7]
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  - journals/corr/abs-2409-13354
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Yuyan Chen, Yanghua Xiao:
Recent Advancement of Emotion Cognition in Large Language Models. CoRR abs/2409.13354 (2024)
[i6]
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  - journals/corr/abs-2409-13359
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Yuyan Chen, Hao Wang, Songzhou Yan, Sijia Liu, Yueze Li, Yi Zhao, Yanghua Xiao:
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. CoRR abs/2409.13359 (2024)
[i5]
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  dblp key:
  - journals/corr/abs-2409-14762
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  - https://dblp.org/rec/journals/corr/abs-2409-14762
Yuyan Chen, Tianhao Yu, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao:
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? CoRR abs/2409.14762 (2024)
[i4]
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  - journals/corr/abs-2409-15196
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  - https://dblp.org/rec/journals/corr/abs-2409-15196
Yuyan Chen, Yiwen Qian, Songzhou Yan, Jiyuan Jia, Zhixu Li, Yanghua Xiao, Xiaobo Li, Ming Yang, Qingpei Guo:
HOTVCOM: Generating Buzzworthy Comments for Videos. CoRR abs/2409.15196 (2024)
2022
[i3]
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  - journals/corr/abs-2201-05088
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  - https://dblp.org/rec/journals/corr/abs-2201-05088
Yuyan Chen, Yanghua Xiao, Bang Liu:
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. CoRR abs/2201.05088 (2022)
2020
[i2]
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  dblp key:
  - journals/corr/abs-2010-14088
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  - https://dblp.org/rec/journals/corr/abs-2010-14088
Yuyan Chen, Bin Dong, Jinchao Xu:
Meta-MgNet: Meta Multigrid Networks for Solving Parameterized Partial Differential Equations. CoRR abs/2010.14088 (2020)
2019
[i1]
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  dblp key:
  - journals/corr/abs-1911-10428
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  - https://dblp.org/rec/journals/corr/abs-1911-10428
Juncai He, Yuyan Chen, Jinchao Xu:
Constrained Linear Data-feature Mapping for Image Classification. CoRR abs/1911.10428 (2019)

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