Jinyang Gao - RankMe

93 papers A* 29A 2B 1Journal 54Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GFMLLM: Enhance multi-modal large language model for global and fine-grained visual spatial perception. Expert Syst. Appl. Zhendong Fan, Cheng Zhang, Jinyang Gao, Hao Wei, Hongbo Gao, Tao Xie, Ruifeng Li, Lijun Zhao
2026	—	`conf`	Incentivizing Strong Reasoning from Weak Supervision. EACL (Volume 1: Long Papers) Yige Yuan, Teng Xiao, Shuchang Tao, Xue Wang, Jinyang Gao, Bolin Ding, Bingbing Xu
2026	J	`jnl`	XiYan-SQL: A Novel Multi-Generator Framework for Text-to-SQL. IEEE Trans. Knowl. Data Eng. Yifu Liu, Yin Zhu, Yingqi Gao, Zhiling Luo, Xiaoxia Li, Xiaorong Shi, Yuntao Hong, Jinyang Gao, Yu Li, Bolin Ding, Jingren Zhou
2025	A*	`conf`	AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization. ICML Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2025	J	`jnl`	Evaluation Report on MCP Servers. CoRR Zhiling Luo, Xiaorong Shi, Xuanrui Lin, Jinyang Gao
2025	J	`jnl`	Incentivizing Strong Reasoning from Weak Supervision. CoRR Yige Yuan, Teng Xiao, Shuchang Tao, Xue Wang, Jinyang Gao, Bolin Ding, Bingbing Xu
2025	A*	`conf`	Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models. CVPR Yuhao Cui, Xinxing Zu, Wenhua Zhang, Zhongzhou Zhao, Jinyang Gao
2025	B	`conf`	Language Adaptation of Large Language Models: An Empirical Study on LLaMA2. COLING Shumin Wang, Yuexiang Xie, Bolin Ding, Jinyang Gao, Yanyong Zhang
2025	J	`jnl`	Larger or Smaller Reward Margins to Select Preferences for Alignment? CoRR Kexin Huang, Junkang Wu, Ziqian Chen, Xue Wang, Jinyang Gao, Bolin Ding, Jiancan Wu, Xiangnan He, Xiang Wang
2025	A*	`conf`	Larger or Smaller Reward Margins to Select Preferences for LLM Alignment? ICML Kexin Huang, Junkang Wu, Ziqian Chen, Xue Wang, Jinyang Gao, Bolin Ding, Jiancan Wu, Xiangnan He, Xiang Wang
2025	A*	`conf`	Learning Bayesian Nash Equilibrium in Auction Games via Approximate Best Response. ICML Kexin Huang, Ziqian Chen, Xue Wang, Chongming Gao, Jinyang Gao, Bolin Ding, Xiang Wang
2025	J	`jnl`	Output Scaling: YingLong-Delayed Chain of Thought in a Large Pretrained Time Series Forecasting Model. CoRR Xue Wang, Tian Zhou, Jinyang Gao, Bolin Ding, Jingren Zhou
2025	A*	`conf`	Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning. CVPR Cheng Chen, Yunpeng Zhai, Yifan Zhao, Jinyang Gao, Bolin Ding, Jia Li
2025	J	`jnl`	Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning. CoRR Cheng Chen, Yunpeng Zhai, Yifan Zhao, Jinyang Gao, Bolin Ding, Jia Li
2025	J	`jnl`	RePO: ReLU-based Preference Optimization. CoRR Junkang Wu, Kexin Huang, Xue Wang, Jinyang Gao, Bolin Ding, Jiancan Wu, Xiangnan He, Xiang Wang
2025	J	`jnl`	ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning. CoRR Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Chiming Duan, Siyu Yu, Jinyang Gao, Bolin Ding, Zhonghai Wu, Ying Li
2025	—	`conf`	ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models. ACL (1) Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Jinyang Gao, Bolin Ding, Huawei Shen, Xueqi Cheng
2025	J	`jnl`	ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models. CoRR Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Jinyang Gao, Bolin Ding, Huawei Shen, Xueqi Cheng
2025	A*	`conf`	Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. ICLR Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2025	A*	`conf`	What is Wrong with Perplexity for Long-context Language Modeling? ICLR Lizhe Fang, Yifei Wang, Zhaoyang Liu, Chenheng Zhang, Stefanie Jegelka, Jinyang Gao, Bolin Ding, Yisen Wang
2025	J	`jnl`	XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL. CoRR Yifu Liu, Yin Zhu, Yingqi Gao, Zhiling Luo, Xiaoxia Li, Xiaorong Shi, Yuntao Hong, Jinyang Gao, Yu Li, Bolin Ding, Jingren Zhou
2024	A*	`conf`	Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games. ICML Kexin Huang, Ziqian Chen, Xue Wang, Chongming Gao, Jinyang Gao, Bolin Ding, Xiang Wang
2024	A*	`conf`	CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting. ICLR Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
2024	J	`jnl`	Characterizing the Coefficient of Friction Between a Capsule Robot and the Colon. IEEE Trans. Biomed. Eng. Jinyang Gao, Jinshan Zhou, Peng Huang, Ruiqin Li, Guozheng Yan, Qiulin Tan, Li Zhang
2024	—	`conf`	Data-Juicer: A One-Stop Data Processing System for Large Language Models. SIGMOD Conference Companion 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
2024	J	`jnl`	DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation. CoRR Yuan Gao, Haokun Chen, Xiang Wang, Zhicai Wang, Xue Wang, Jinyang Gao, Bolin Ding
2024	J	`jnl`	Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning. CoRR Shen Li, Liuyi Yao, Jinyang Gao, Lan Zhang, Yaliang Li
2024	J	`jnl`	MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases. CoRR Zhisheng Lin, Yifu Liu, Zhiling Luo, Jinyang Gao, Yu Li
2024	A*	`conf`	Semantic Alignment for Multimodal Large Language Models. ACM Multimedia Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu
2024	J	`jnl`	Semantic Alignment for Multimodal Large Language Models. CoRR Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu
2024	J	`jnl`	Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. CoRR Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	J	`jnl`	What is Wrong with Perplexity for Long-context Language Modeling? CoRR Lizhe Fang, Yifei Wang, Zhaoyang Liu, Chenheng Zhang, Stefanie Jegelka, Jinyang Gao, Bolin Ding, Yisen Wang
2024	—	`conf`	When to Trust LLMs: Aligning Confidence with Response Quality. ACL (Findings) Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
2024	J	`jnl`	When to Trust LLMs: Aligning Confidence with Response Quality. CoRR Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
2024	J	`jnl`	XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL. CoRR 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
2024	J	`jnl`	α-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs. CoRR Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	A*	`conf`	β-DPO: Direct Preference Optimization with Dynamic β. NeurIPS Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	J	`jnl`	β-DPO: Direct Preference Optimization with Dynamic β. CoRR Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2023	J	`jnl`	Data-Juicer: A One-Stop Data Processing System for Large Language Models. CoRR 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
2023	J	`jnl`	Make Transformer Great Again for Time Series Forecasting: Channel Aligned Robust Dual Transformer. CoRR Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
2023	J	`jnl`	Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation. ACM Trans. Inf. Syst. Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding
2022	A*	`conf`	Contrastive Learning for Sequential Recommendation. ICDE Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui
2022	J	`jnl`	LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie
2022	J	`jnl`	Proactively Control Privacy in Recommender Systems. CoRR Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding
2021	A*	`conf`	A Learning to Tune Framework for LSH. ICDE Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang
2021	J	`jnl`	Adversarially learned one-class novelty detection with confidence estimation. Inf. Sci. Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan
2021	A	`conf`	CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation. CIKM Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding
2021	J	`jnl`	CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation. CoRR Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding
2021	A*	`conf`	Explore User Neighborhood for Real-time E-commerce Recommendation. ICDE Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
2021	J	`jnl`	Explore User Neighborhood for Real-time E-commerce Recommendation. CoRR Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
2021	J	`jnl`	Improving Data Analytics with Fast and Adaptive Regularization. IEEE Trans. Knowl. Data Eng. Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang
2021	A*	`conf`	MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements. AAAI Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui
2021	A*	`conf`	OpenBox: A Generalized Black-box Optimization Service. KDD Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
2021	J	`jnl`	OpenBox: A Generalized Black-box Optimization Service. CoRR Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
2021	—	`conf`	PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
2020	J	`jnl`	Contrastive Pre-training for Sequential Recommendation. CoRR Xu Xie, Fei Sun, Zhaoyang Liu, Jinyang Gao, Bolin Ding, Bin Cui
2020	J	`jnl`	Design and Experiment for Dual-Mass MEMS Gyroscope Sensing Closed-Loop System. IEEE Access Huiliang Cao, Rihui Xue, Qi Cai, Jinyang Gao, Rui Zhao, Yunbo Shi, Kun Huang, Xingling Shao, Chong Shen
2020	A*	`conf`	Efficient Automatic CASH via Rising Bandits. AAAI Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui
2020	J	`jnl`	Efficient Automatic CASH via Rising Bandits. CoRR Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui
2020	A*	`conf`	Intent Preference Decoupling for User Representation on Online Recommender System. IJCAI Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen
2020	J	`jnl`	MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements. CoRR Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui
2020	A*	`conf`	Modeling Personalized Item Frequency Information for Next-basket Recommendation. SIGIR Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang
2020	J	`jnl`	Modeling Personalized Item Frequency Information for Next-basket Recommendation. CoRR Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang
2020	A*	`conf`	Privileged Features Distillation at Taobao Recommendations. KDD Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou
2019	J	`jnl`	Design and Experiment of Dual-Mass MEMS Gyroscope Sense Closed System Based on Bipole Compensation Method. IEEE Access Huiliang Cao, Yu Liu, Yingjie Zhang, Xingling Shao, Jinyang Gao, Kun Huang, Yunbo Shi, Jun Tang, Chong Shen, Jun Liu
2019	J	`jnl`	Design and Implementation of a Clamper-Based and Motor-Driven Capsule Robot Powered by Wireless Power Transmission. IEEE Access Jinyang Gao, Guozheng Yan
2019	J	`jnl`	Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi
2019	J	`jnl`	Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
2019	J	`jnl`	Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
2019	J	`jnl`	Privileged Features Distillation for E-Commerce Recommendations. CoRR Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Hanxiao Sun, Wenwu Ou
2019	A*	`conf`	Towards Reliable Learning for High Stakes Applications. AAAI Jinyang Gao, Junjie Yao, Yingxia Shao
2018	A*	`conf`	Adaptive Lightweight Regularization Tool for Complex Analytics. ICDE Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee
2018	A*	`conf`	Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. IJCAI Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee
2018	A*	`conf`	Medical Concept Embedding with Time-Aware Attention. IJCAI Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
2018	J	`jnl`	Medical Concept Embedding with Time-Aware Attention. CoRR Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
2018	J	`jnl`	PANDA: Facilitating Usable AI Development. CoRR Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou
2018	J	`jnl`	Rafiki: Machine Learning as an Analytics Service System. CoRR Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi
2018	J	`jnl`	Rafiki: Machine Learning as an Analytics Service System. Proc. VLDB Endow. Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad
2018	A*	`conf`	Refine or Represent: Residual Networks with Explicit Channel-wise Configuration. IJCAI Yanyan Shen, Jinyang Gao
2017	A	`conf`	Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2017	J	`jnl`	Design, analysis, and testing of a motor-driven capsule robot based on a sliding clamper. Robotica Jinyang Gao, Guozheng Yan, Su He, Fei Xu, Zhiwu Wang
2017	A*	`conf`	Resolving the Bias in Electronic Medical Records. KDD Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2016	J	`jnl`	Deep Learning At Scale and At Ease. CoRR Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
2016	J	`jnl`	Deep Learning at Scale and at Ease. ACM Trans. Multim. Comput. Commun. Appl. Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang
2016	J	`jnl`	Locomotion Analysis of an Inchworm-Like Capsule Robot in the Intestinal Tract. IEEE Trans. Biomed. Eng. Jinyang Gao, Guozheng Yan
2015	J	`jnl`	Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale. CoRR Jinyang Gao, H. V. Jagadish, Beng Chin Ooi
2015	J	`jnl`	Learning User Preferences By Adaptive Pairwise Comparison. Proc. VLDB Endow. Li Qian, Jinyang Gao, H. V. Jagadish
2015	A*	`conf`	SINGA: A Distributed Deep Learning Platform. ACM Multimedia 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
2015	A*	`conf`	SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
2015	A*	`conf`	Selective Hashing: Closing the Gap between Radius Search and k-NN Search. KDD Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang
2014	J	`jnl`	A Wireless Capsule System With ASIC for Monitoring the Physiological Signals of the Human Gastrointestinal Tract. IEEE Trans. Biomed. Circuits Syst. Fei Xu, Guozheng Yan, Kai Zhao, Li Lu, Jinyang Gao, Gang Liu
2014	—	`conf`	DSH: data sensitive hashing for high-dimensional k-nnsearch. SIGMOD Conference Jinyang Gao, H. V. Jagadish, Wei Lu, Beng Chin Ooi
2013	—	`conf`	An online cost sensitive decision-making method in crowdsourcing systems. SIGMOD Conference Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen