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Xiaoxue Zang
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2020 – today
- 2024
- [c22]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
Large Language Models Enhanced Collaborative Filtering. CIKM 2024: 2178-2188 - [c21]Kepu Zhang, Teng Shi, Sunhao Dai, Xiao Zhang, Yinfeng Li, Jing Lu, Xiaoxue Zang, Yang Song, Jun Xu:
SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback. CIKM 2024: 3165-3175 - [c20]Zihua Si
, Lin Guan
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. CIKM 2024: 4890-4897 - [c19]Yimeng Bai
GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. KDD 2024: 4774-4783 - [c18]Zhongxiang Sun, Zihua Si, Xiao Zhang, Xiaoxue Zang, Yang Song, Hongteng Xu, Jun Xu:
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process. SIGIR 2024: 1018-1028 - [c17]Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song:
UniSAR: Modeling User Transition Behaviors between Search and Recommendation. SIGIR 2024: 1029-1039 - [c16]Zihua Si, Zhongxiang Sun, Jiale Chen, Guozhang Chen, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu, Kun Gai:
Generative Retrieval with Semantic Tree-Structured Identifiers and Contrastive Learning. SIGIR-AP 2024: 154-163 - [c15]Yimeng Bai
LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting. WSDM 2024: 28-37 - [i23]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
Large Language Models Enhanced Collaborative Filtering. CoRR abs/2403.17688 (2024) - [i22]Zhongxiang Sun, Zihua Si, Xiao Zhang, Xiaoxue Zang, Yang Song, Hongteng Xu, Jun Xu:
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process. CoRR abs/2404.03267 (2024) - [i21]Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song:
UniSAR: Modeling User Transition Behaviors between Search and Recommendation. CoRR abs/2404.09520 (2024) - [i20]Zihua Si, Lin Guan, Zhongxiang Sun, Xiaoxue Zang, Jing Lu, Yiqun Hui, Xingchao Cao, Zeyu Yang, Yichen Zheng, Dewei Leng, Kai Zheng, Chenbin Zhang, Yanan Niu, Yang Song, Kun Gai:
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. CoRR abs/2407.16357 (2024) - [i19]Yimeng Bai, Yang Zhang, Fuli Feng, Jing Lu, Xiaoxue Zang, Chenyi Lei, Yang Song:
GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. CoRR abs/2407.19682 (2024) - [i18]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
LargePiG: Your Large Language Model is Secretly a Pointer Generator. CoRR abs/2410.11366 (2024) - [i17]Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu, Xiao Zhang, Weijie Yu, Han Li:
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. CoRR abs/2410.11414 (2024) - 2023
- [j2]Zihua Si
Enhancing Recommendation with Search Data in a Causal Learning Manner. ACM Trans. Inf. Syst. 41(4): 111:1-111:31 (2023) - [c14]Yang Zhang
Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework. CIKM 2023: 4952-4959 - [c13]Zhongxiang Sun
KuaiSAR: A Unified Search And Recommendation Dataset. CIKM 2023: 5407-5411 - [c12]Jianxin Chang
TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou. KDD 2023: 3785-3794 - [c11]Zihua Si
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation. SIGIR 2023: 1313-1323 - [i16]Jianxin Chang, Chenbin Zhang, Zhiyi Fu, Xiaoxue Zang, Lin Guan, Jing Lu, Yiqun Hui, Dewei Leng, Yanan Niu, Yang Song, Kun Gai:
TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou. CoRR abs/2302.02352 (2023) - [i15]Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Xiaoxue Zang, Yang Song, Kun Gai, Ji-Rong Wen:
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation. CoRR abs/2305.10822 (2023) - [i14]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Dewei Leng, Yanan Niu, Yang Song, Xiao Zhang, Jun Xu:
KuaiSAR: A Unified Search And Recommendation Dataset. CoRR abs/2306.07705 (2023) - [i13]Yang Zhang, Yimeng Bai, Jianxin Chang, Xiaoxue Zang, Song Lu, Jing Lu, Fuli Feng, Yanan Niu, Yang Song:
Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework. CoRR abs/2306.17426 (2023) - [i12]Zihua Si, Zhongxiang Sun, Jiale Chen, Guozhang Chen, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning. CoRR abs/2309.13375 (2023) - [i11]Yimeng Bai, Yang Zhang, Jing Lu, Jianxin Chang, Xiaoxue Zang, Yanan Niu, Yang Song, Fuli Feng:
LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting. CoRR abs/2312.10947 (2023) - 2022
- [i10]Chi Zhang, Lijuan Liu, Xiaoxue Zang, Frederick Liu, Hao Zhang, Xinying Song, Jindong Chen:
DETR++: Taming Your Multi-Scale Detection Transformer. CoRR abs/2206.02977 (2022) - 2021
- [j1]Seokhwan Kim
Overview of the Eighth Dialog System Technology Challenge: DSTC8. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2529-2540 (2021) - [c10]Zecheng He, Srinivas Sunkara, Xiaoxue Zang, Ying Xu, Lijuan Liu, Nevan Wichers, Gabriel Schubiner, Ruby B. Lee, Jindong Chen:
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces. AAAI 2021: 5931-5938 - [c9]Xiaoxue Zang, Lijuan Liu, Maria Wang, Yang Song, Hao Zhang, Jindong Chen:
PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling. ACL/IJCNLP (1) 2021: 6142-6152 - [c8]Chongyang Bai, Xiaoxue Zang, Ying Xu, Srinivas Sunkara, Abhinav Rastogi, Jindong Chen, Blaise Agüera y Arcas:
UIBert: Learning Generic Multimodal Representations for UI Understanding. IJCAI 2021: 1705-1712 - [c7]Xiaoxue Zang, Ying Xu, Jindong Chen:
Multimodal Icon Annotation For Mobile Applications. MobileHCI 2021: 8:1-8:11 - [i9]Xiaoxue Zang, Ying Xu, Jindong Chen:
Multimodal Icon Annotation For Mobile Applications. CoRR abs/2107.04452 (2021) - [i8]Chongyang Bai, Xiaoxue Zang, Ying Xu, Srinivas Sunkara, Abhinav Rastogi, Jindong Chen, Blaise Agüera y Arcas:
UIBert: Learning Generic Multimodal Representations for UI Understanding. CoRR abs/2107.13731 (2021) - [i7]Xiaoxue Zang, Lijuan Liu, Maria Wang, Yang Song, Hao Zhang, Jindong Chen:
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling. CoRR abs/2108.01453 (2021) - 2020
- [c6]Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan:
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset. AAAI 2020: 8689-8696 - [i6]Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan:
Schema-Guided Dialogue State Tracking Task at DSTC8. CoRR abs/2002.01359 (2020) - [i5]Xiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, Raghav Gupta, Jianguo Zhang, Jindong Chen:
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines. CoRR abs/2007.12720 (2020) - [i4]Zecheng He, Srinivas Sunkara, Xiaoxue Zang, Ying Xu, Lijuan Liu, Nevan Wichers, Gabriel Schubiner, Ruby B. Lee, Jindong Chen:
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces. CoRR abs/2012.12350 (2020)
2010 – 2019
- 2019
- [i3]Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan:
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset. CoRR abs/1909.05855 (2019) - [i2]Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta:
The Eighth Dialog System Technology Challenge. CoRR abs/1911.06394 (2019) - 2018
- [c5]Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese:
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation. EMNLP 2018: 2657-2666 - [c4]Xiaoxue Zang, Marynel Vázquez, Juan Carlos Niebles
Behavioral Indoor Navigation With Natural Language Directions. HRI (Companion) 2018: 283-284 - [i1]Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese:
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation. CoRR abs/1810.00663 (2018) - 2017
- [c3]Xiaoxue Zang, Toshihiko Yamasaki, Kiyoharu Aizawa, Tetsuhiro Nakamoto, Eitaro Kuwabara, Shinichi Egami, Yusuke Fuchida:
You Will Succeed or Not? Matching Prediction in a Marriage Consulting Service. BigMM 2017: 109-116 - [c2]Xiaoxue Zang, Toshihiko Yamasaki, Kiyoharu Aizawa, Tetsuhiro Nakamoto, Eitaro Kuwabara, Shinichi Egami, Yusuke Fuchida:
Prediction of users' facial attractiveness on an online dating website. ICME Workshops 2017: 255-260 - [c1]Xiaoxue Zang, Toshihiko Yamasaki, Kiyoharu Aizawa, Tetsuhiro Nakamoto, Eitaro Kuwabara, Shinichi Egami, Yusuke Fuchida:
How competitive are you: Analysis of people's attractiveness in an online dating system. ICME 2017: 973-978
Coauthor Index
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