Xiang Chen
Xiang Chen
Adobe Research
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Few-shot intent detection via contrastive pre-training and fine-tuning
J Zhang, T Bui, S Yoon, X Chen, Z Liu, C Xia, QH Tran, W Chang, P Yu
arXiv preprint arXiv:2109.06349, 2021
Livesense: Contextual advertising in live streaming videos
X Chen, TV Nguyen, Z Shen, M Kankanhalli
Proceedings of the 27th ACM international conference on multimedia, 392-400, 2019
Salad: A multimodal approach for contextual video advertising
C Xiang, TV Nguyen, M Kankanhalli
2015 IEEE international symposium on multimedia (ISM), 211-216, 2015
Toolchain*: Efficient action space navigation in large language models with a* search
Y Zhuang, X Chen, T Yu, S Mitra, V Bursztyn, RA Rossi, S Sarkhel, ...
arXiv preprint arXiv:2310.13227, 2023
Resel: N-ary relation extraction from scientific text and tables by learning to retrieve and select
Y Zhuang, Y Li, JJ Cheung, Y Yu, Y Mou, X Chen, L Song, C Zhang
arXiv preprint arXiv:2210.14427, 2022
Optimizing trade-offs among stakeholders in real-time bidding by incorporating multimedia metrics
X Chen, B Chen, M Kankanhalli
SIGIR '17: Proceedings of the 40th International ACM SIGIR Conference on …, 2017
Open-domain trending hashtag recommendation for videos
S Mehta, S Sarkhel, X Chen, S Mitra, V Swaminathan, R Rossi, A Aminian, ...
2021 IEEE International Symposium on Multimedia (ISM), 174-181, 2021
Handiffuser: Text-to-image generation with realistic hand appearances
S Narasimhaswamy, U Bhattacharya, X Chen, I Dasgupta, S Mitra, M Hoai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling
Y Zhuang, Y Yu, L Kong, X Chen, C Zhang
KDD 2023, 2023
Text-to-handimage generation using pose-and mesh-guided diffusion
S Narasimhaswamy, U Bhattacharya, X Chen, I Dasgupta, S Mitra
IEEE/CVF International Conference on Computer Vision (ICCV), International …, 2023
Metadata Matters in User Engagement Prediction
X Chen, S Mitra, V Swaminathan
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations
V Azizi, S Mitra, X Chen
2022 IEEE International Conference on Big Data (Big Data), 2175-2181, 2022
Beyond chain-of-thought: A survey of chain-of-x paradigms for llms
Y Xia, R Wang, X Liu, M Li, T Yu, X Chen, J McAuley, S Li
arXiv preprint arXiv:2404.15676, 2024
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models
Y Lee, S Kim, T Yu, RA Rossi, X Chen
arXiv preprint arXiv:2402.14195, 2024
Decentralized Personalized Online Federated Learning
R Wu, S Mitra, X Chen, A Rao
2023 IEEE International Conference on Big Data (BigData), 1873-1882, 2023
Query complexity of active learning for function family with nearly orthogonal basis
X Chen, Z Song, B Sun, J Yin, D Zhuo
arXiv preprint arXiv:2306.03356, 2023
Generating digital recommendations utilizing collaborative filtering, reinforcement learning, and inclusive sets of negative feedback
S Mitra, X Chen, V Azizi
US Patent App. 17/367,134, 2023
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data
Y Lee, S Kim, RA Rossi, T Yu, X Chen
arXiv preprint arXiv:2407.02750, 2024
Tackling Long-Tail Entities for Temporal Knowledge Graph Completion
M Mirtaheri, RA Rossi, S Kim, K Mahadik, T Yu, X Chen, M Rostami
Companion Proceedings of the ACM on Web Conference 2024, 497-500, 2024
Bot activity detection for email tracking
X Chen, Y Zheng, V Swaminathan, S Reddy, S Mitra, R Sinha, N Kumbi, ...
US Patent App. 17/983,687, 2024
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