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Liqiang Nie
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Publications
- 2024
- [j167]Harry Cheng, Yangyang Guo, Jianhua Yin, Haonan Chen, Jiafang Wang, Liqiang Nie:
Audio-Driven Talking Video Frame Restoration. IEEE Trans. Multim. 26: 4110-4122 (2024) - [j161]Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Xiaojun Chang, Liqiang Nie:
Voice-Face Homogeneity Tells Deepfake. ACM Trans. Multim. Comput. Commun. Appl. 20(3): 76:1-76:22 (2024) - [i104]Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli:
Diffusion Facial Forgery Detection. CoRR abs/2401.15859 (2024) - 2023
- [j153]Fangkai Jiao, Yangyang Guo, Minlie Huang, Liqiang Nie:
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions. IEEE ACM Trans. Audio Speech Lang. Process. 31: 265-276 (2023) - [j148]Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli:
Joint Answering and Explanation for Visual Commonsense Reasoning. IEEE Trans. Image Process. 32: 3836-3846 (2023) - [j127]Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie:
Review Polarity-Wise Recommender. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10039-10050 (2023) - [j124]Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo:
On Modality Bias Recognition and Reduction. ACM Trans. Multim. Comput. Commun. Appl. 19(3): 103:1-103:22 (2023) - [c155]Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang:
Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract). ICDE 2023: 3755-3756 - [c142]Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie, Mohan S. Kankanhalli:
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR. ACM Multimedia 2023: 5634-5644 - [c138]Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli:
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. ACM Multimedia 2023: 7101-7110 - [i96]Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Learning to Agree on Vision Attention for Visual Commonsense Reasoning. CoRR abs/2302.02117 (2023) - [i79]Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli:
Towards Generalizable Deepfake Detection by Primary Region Regularization. CoRR abs/2307.12534 (2023) - [i78]Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli:
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. CoRR abs/2307.14866 (2023) - [i70]Yangyang Guo, Haoyu Zhang, Liqiang Nie, Yongkang Wong, Mohan S. Kankanhalli:
ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens. CoRR abs/2309.16738 (2023) - 2022
- [j118]Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian, Min Zhang:
Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View. IEEE Trans. Image Process. 31: 227-238 (2022) - [j115]Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang:
Enhancing Factorization Machines With Generalized Metric Learning. IEEE Trans. Knowl. Data Eng. 34(8): 3740-3753 (2022) - [j108]Zhiyong Cheng, Fan Liu, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie:
Feature-Level Attentive ICF for Recommendation. ACM Trans. Inf. Syst. 40(4): 75:1-75:24 (2022) - [j105]Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie, Min Zhang:
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach. ACM Trans. Multim. Comput. Commun. Appl. 18(4): 93:1-93:18 (2022) - [c129]Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie:
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. ACL (Findings) 2022: 3496-3509 - [c121]Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli:
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. ACM Multimedia 2022: 2061-2069 - [i56]Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli:
Joint Answering and Explanation for Visual Commonsense Reasoning. CoRR abs/2202.12626 (2022) - [i55]Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo:
On Modality Bias Recognition and Reduction. CoRR abs/2202.12690 (2022) - [i54]Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie:
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. CoRR abs/2203.00357 (2022) - [i49]Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli:
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. CoRR abs/2206.14989 (2022) - 2021
- [c114]Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie:
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. ACL/IJCNLP (Findings) 2021: 150-163 - [c111]Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo:
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. IJCAI 2021: 708-714 - [c105]Yudong Han, Yangyang Guo, Jianhua Yin, Meng Liu, Yupeng Hu, Liqiang Nie:
Focal and Composed Vision-semantic Modeling for Visual Question Answering. ACM Multimedia 2021: 4528-4536 - [i35]Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie:
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach. CoRR abs/2102.01916 (2021) - [i33]Zhiyong Cheng, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie:
Factor-level Attentive ICF for Recommendation. CoRR abs/2102.10745 (2021) - [i30]Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo:
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. CoRR abs/2105.01993 (2021) - [i29]Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie:
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. CoRR abs/2105.04201 (2021) - [i28]Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie:
Review Polarity-wise Recommender. CoRR abs/2106.04155 (2021) - 2020
- [i18]Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang:
Enhancing Factorization Machines with Generalized Metric Learning. CoRR abs/2006.11600 (2020) - [i17]Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian:
Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View. CoRR abs/2010.16010 (2020) - 2019
- [j57]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli:
Attentive Long Short-Term Preference Modeling for Personalized Product Search. ACM Trans. Inf. Syst. 37(2): 19:1-19:27 (2019) - [c69]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli:
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. SIGIR 2019: 75-84 - [i15]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli:
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. CoRR abs/1905.04877 (2019) - 2018
- [c53]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Xin-Shun Xu, Mohan S. Kankanhalli:
Multi-modal Preference Modeling for Product Search. ACM Multimedia 2018: 1865-1873 - [i8]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli:
Attentive Long Short-Term Preference Modeling for Personalized Product Search. CoRR abs/1811.10155 (2018)
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