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2020 – today
- 2025
[c30]Shumin Wang, Yuexiang Xie, Bolin Ding, Jinyang Gao, Yanyong Zhang:
Language Adaptation of Large Language Models: An Empirical Study on LLaMA2. COLING 2025: 7195-7208- [i29]Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Jinyang Gao, Bolin Ding, Huawei Shen, Xueqi Cheng:
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models. CoRR abs/2502.11404 (2025) - 2024
- [j15]Jinyang Gao
, Jinshan Zhou, Peng Huang, Ruiqin Li, Guozheng Yan, Qiulin Tan, Li Zhang:
Characterizing the Coefficient of Friction Between a Capsule Robot and the Colon. IEEE Trans. Biomed. Eng. 71(10): 2866-2876 (2024) - [c29]Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding:
When to Trust LLMs: Aligning Confidence with Response Quality. ACL (Findings) 2024: 5984-5996 - [c28]Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin:
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting. ICLR 2024 - [c27]Kexin Huang, Ziqian Chen, Xue Wang, Chongming Gao, Jinyang Gao, Bolin Ding, Xiang Wang:
Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games. ICML 2024 - [c26]Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu:
Semantic Alignment for Multimodal Large Language Models. ACM Multimedia 2024: 3489-3498 - [c25]Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He:
β-DPO: Direct Preference Optimization with Dynamic β. NeurIPS 2024 - [c24]Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou:
Data-Juicer: A One-Stop Data Processing System for Large Language Models. SIGMOD Conference Companion 2024: 120-134 - [i28]Yuan Gao, Haokun Chen, Xiang Wang, Zhicai Wang, Xue Wang, Jinyang Gao, Bolin Ding:
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation. CoRR abs/2402.06656 (2024) - [i27]Shen Li, Liuyi Yao, Jinyang Gao, Lan Zhang, Yaliang Li:
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning. CoRR abs/2402.14883 (2024) - [i26]Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding:
When to Trust LLMs: Aligning Confidence with Response Quality. CoRR abs/2404.17287 (2024) - [i25]Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He:
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. CoRR abs/2407.07880 (2024) - [i24]Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He:
β-DPO: Direct Preference Optimization with Dynamic β. CoRR abs/2407.08639 (2024) - [i23]Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu:
Semantic Alignment for Multimodal Large Language Models. CoRR abs/2408.12867 (2024) - [i22]Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He:
α-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs. CoRR abs/2410.10148 (2024) - [i21]Zhisheng Lin, Yifu Liu, Zhiling Luo, Jinyang Gao, Yu Li:
MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases. CoRR abs/2410.18406 (2024) - [i20]Lizhe Fang, Yifei Wang, Zhaoyang Liu, Chenheng Zhang, Stefanie Jegelka, Jinyang Gao, Bolin Ding, Yisen Wang:
What is Wrong with Perplexity for Long-context Language Modeling? CoRR abs/2410.23771 (2024) - [i19]Yingqi Gao, Yifu Liu, Xiaoxia Li, Xiaorong Shi, Yin Zhu, Yiming Wang, Shiqi Li, Wei Li, Yuntao Hong, Zhiling Luo, Jinyang Gao, Liyu Mou, Yu Li:
XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL. CoRR abs/2411.08599 (2024) - 2023
- [j14]Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding:
Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation. ACM Trans. Inf. Syst. 41(3): 60:1-60:26 (2023) - [i18]Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin:
Make Transformer Great Again for Time Series Forecasting: Channel Aligned Robust Dual Transformer. CoRR abs/2305.12095 (2023) - [i17]Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou:
Data-Juicer: A One-Stop Data Processing System for Large Language Models. CoRR abs/2309.02033 (2023) - 2022
- [j13]Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie:
LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. 34(12): 5840-5853 (2022) - [c23]Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui:
Contrastive Learning for Sequential Recommendation. ICDE 2022: 1259-1273 - [i16]Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding:
Proactively Control Privacy in Recommender Systems. CoRR abs/2204.00279 (2022) - 2021
- [j12]Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan:
Adversarially learned one-class novelty detection with confidence estimation. Inf. Sci. 552: 48-64 (2021) - [j11]Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang:
Improving Data Analytics with Fast and Adaptive Regularization. IEEE Trans. Knowl. Data Eng. 33(2): 551-568 (2021) - [c22]Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui:
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements. AAAI 2021: 8491-8500 - [c21]Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding:
CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation. CIKM 2021: 4253-4263 - [c20]Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang:
A Learning to Tune Framework for LSH. ICDE 2021: 2201-2206 - [c19]Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui:
Explore User Neighborhood for Real-time E-commerce Recommendation. ICDE 2021: 2464-2475 - [c18]Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui:
OpenBox: A Generalized Black-box Optimization Service. KDD 2021: 3209-3219 - [c17]Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao:
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference 2021: 2156-2168 - [i15]Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui:
Explore User Neighborhood for Real-time E-commerce Recommendation. CoRR abs/2103.00442 (2021) - [i14]Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding:
CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation. CoRR abs/2105.13881 (2021) - [i13]Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui:
OpenBox: A Generalized Black-box Optimization Service. CoRR abs/2106.00421 (2021) - 2020
- [j10]Huiliang Cao, Rihui Xue, Qi Cai, Jinyang Gao, Rui Zhao, Yunbo Shi, Kun Huang, Xingling Shao, Chong Shen:
Design and Experiment for Dual-Mass MEMS Gyroscope Sensing Closed-Loop System. IEEE Access 8: 48074-48087 (2020) - [c16]Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui:
Efficient Automatic CASH via Rising Bandits. AAAI 2020: 4763-4771 - [c15]Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen:
Intent Preference Decoupling for User Representation on Online Recommender System. IJCAI 2020: 2575-2582 - [c14]Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou:
Privileged Features Distillation at Taobao Recommendations. KDD 2020: 2590-2598 - [c13]Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang:
Modeling Personalized Item Frequency Information for Next-basket Recommendation. SIGIR 2020: 1071-1080 - [i12]Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang:
Modeling Personalized Item Frequency Information for Next-basket Recommendation. CoRR abs/2006.00556 (2020) - [i11]Xu Xie, Fei Sun, Zhaoyang Liu, Jinyang Gao, Bolin Ding, Bin Cui:
Contrastive Pre-training for Sequential Recommendation. CoRR abs/2010.14395 (2020) - [i10]Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui:
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements. CoRR abs/2012.03011 (2020) - [i9]Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui:
Efficient Automatic CASH via Rising Bandits. CoRR abs/2012.04371 (2020)
2010 – 2019
- 2019
- [j9]Huiliang Cao, Yu Liu, Yingjie Zhang, Xingling Shao, Jinyang Gao, Kun Huang, Yunbo Shi, Jun Tang, Chong Shen, Jun Liu:
Design and Experiment of Dual-Mass MEMS Gyroscope Sense Closed System Based on Bipole Compensation Method. IEEE Access 7: 49111-49124 (2019) - [j8]Jinyang Gao, Guozheng Yan:
Design and Implementation of a Clamper-Based and Motor-Driven Capsule Robot Powered by Wireless Power Transmission. IEEE Access 7: 138151-138161 (2019) - [j7]Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao:
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. 13(2): 86-99 (2019) - [c12]Jinyang Gao, Junjie Yao, Yingxia Shao:
Towards Reliable Learning for High Stakes Applications. AAAI 2019: 3614-3621 - [i8]Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao:
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR abs/1904.01831 (2019) - [i7]Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi:
Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR abs/1904.03392 (2019) - [i6]Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Hanxiao Sun, Wenwu Ou:
Privileged Features Distillation for E-Commerce Recommendations. CoRR abs/1907.05171 (2019) - 2018
- [j6]Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad:
Rafiki: Machine Learning as an Analytics Service System. Proc. VLDB Endow. 12(2): 128-140 (2018) - [c11]Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee:
Adaptive Lightweight Regularization Tool for Complex Analytics. ICDE 2018: 485-496 - [c10]Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee:
Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. IJCAI 2018: 2135-2141 - [c9]Yanyan Shen, Jinyang Gao:
Refine or Represent: Residual Networks with Explicit Channel-wise Configuration. IJCAI 2018: 2682-2688 - [c8]Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan:
Medical Concept Embedding with Time-Aware Attention. IJCAI 2018: 3984-3990 - [i5]Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi:
Rafiki: Machine Learning as an Analytics Service System. CoRR abs/1804.06087 (2018) - [i4]Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou:
PANDA: Facilitating Usable AI Development. CoRR abs/1804.09997 (2018) - [i3]Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan:
Medical Concept Embedding with Time-Aware Attention. CoRR abs/1806.02873 (2018) - 2017
- [j5]Jinyang Gao, Guozheng Yan, Su He, Fei Xu, Zhiwu Wang:
Design, analysis, and testing of a motor-driven capsule robot based on a sliding clamper. Robotica 35(3): 521-536 (2017) - [c7]Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip:
Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM 2017: 1579-1588 - [c6]Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip:
Resolving the Bias in Electronic Medical Records. KDD 2017: 2171-2180 - 2016
- [j4]Jinyang Gao, Guozheng Yan:
Locomotion Analysis of an Inchworm-Like Capsule Robot in the Intestinal Tract. IEEE Trans. Biomed. Eng. 63(2): 300-310 (2016) - [j3]Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang:
Deep Learning at Scale and at Ease. ACM Trans. Multim. Comput. Commun. Appl. 12(4s): 69:1-69:25 (2016) - [i2]Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang:
Deep Learning At Scale and At Ease. CoRR abs/1603.07846 (2016) - 2015
- [j2]Li Qian, Jinyang Gao, H. V. Jagadish:
Learning User Preferences By Adaptive Pairwise Comparison. Proc. VLDB Endow. 8(11): 1322-1333 (2015) - [c5]Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang:
Selective Hashing: Closing the Gap between Radius Search and k-NN Search. KDD 2015: 349-358 - [c4]Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang:
SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia 2015: 25-34 - [c3]Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng:
SINGA: A Distributed Deep Learning Platform. ACM Multimedia 2015: 685-688 - [i1]Jinyang Gao, H. V. Jagadish, Beng Chin Ooi:
Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale. CoRR abs/1512.03880 (2015) - 2014
- [j1]Fei Xu, Guozheng Yan, Kai Zhao, Li Lu, Jinyang Gao, Gang Liu:
A Wireless Capsule System With ASIC for Monitoring the Physiological Signals of the Human Gastrointestinal Tract. IEEE Trans. Biomed. Circuits Syst. 8(6): 871-880 (2014) - [c2]Jinyang Gao, H. V. Jagadish, Wei Lu, Beng Chin Ooi:
DSH: data sensitive hashing for high-dimensional k-nnsearch. SIGMOD Conference 2014: 1127-1138 - 2013
- [c1]Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen:
An online cost sensitive decision-making method in crowdsourcing systems. SIGMOD Conference 2013: 217-228
Coauthor Index
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