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Xinshuai Dong

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Counterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome

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Apr 21, 2024
Donghuo Zeng, Roberto S. Legaspi, Yuewen Sun, Xinshuai Dong, Kazushi Ikeda, Peter Spirtes, kun Zhang

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Topic Modeling as Multi-Objective Contrastive Optimization

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Feb 12, 2024
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T Nguyen, See-Kiong Ng, Anh Tuan Luu

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On the Three Demons in Causality in Finance: Time Resolution, Nonstationarity, and Latent Factors

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Jan 12, 2024
Xinshuai Dong, Haoyue Dai, Yewen Fan, Songyao Jin, Sathyamoorthy Rajendran, Kun Zhang

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A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables

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Dec 18, 2023
Xinshuai Dong, Biwei Huang, Ignavier Ng, Xiangchen Song, Yujia Zheng, Songyao Jin, Roberto Legaspi, Peter Spirtes, Kun Zhang

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READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling

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Dec 12, 2023
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

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DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding

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Dec 05, 2023
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

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Temporally Disentangled Representation Learning under Unknown Nonstationarity

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Oct 28, 2023
Xiangchen Song, Weiran Yao, Yewen Fan, Xinshuai Dong, Guangyi Chen, Juan Carlos Niebles, Eric Xing, Kun Zhang

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Effective Neural Topic Modeling with Embedding Clustering Regularization

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Jun 07, 2023
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu

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Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction

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May 25, 2023
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing

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InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling

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Apr 07, 2023
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu

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