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Gao, Jinyang
18 publications
ICML
2025
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
Junkang Wu
,
Xue Wang
,
Zhengyi Yang
,
Jiancan Wu
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He
CVPR
2025
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models
Yuhao Cui
,
Xinxing Zu
,
Wenhua Zhang
,
Zhongzhou Zhao
,
Jinyang Gao
ICML
2025
Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
Kexin Huang
,
Junkang Wu
,
Ziqian Chen
,
Xue Wang
,
Jinyang Gao
,
Bolin Ding
,
Jiancan Wu
,
Xiangnan He
,
Xiang Wang
ICML
2025
Learning Bayesian Nash Equilibrium in Auction Games via Approximate Best Response
Kexin Huang
,
Ziqian Chen
,
Xue Wang
,
Chongming Gao
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
CVPR
2025
Provoking Multi-Modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning
Cheng Chen
,
Yunpeng Zhai
,
Yifan Zhao
,
Jinyang Gao
,
Bolin Ding
,
Jia Li
NeurIPS
2025
RePO: Understanding Preference Learning Through ReLU-Based Optimization
Junkang Wu
,
Kexin Huang
,
Xue Wang
,
Jinyang Gao
,
Bolin Ding
,
Jiancan Wu
,
Xiangnan He
,
Xiang Wang
ICLR
2025
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
Junkang Wu
,
Yuexiang Xie
,
Zhengyi Yang
,
Jiancan Wu
,
Jiawei Chen
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He
ICLR
2025
What Is Wrong with Perplexity for Long-Context Language Modeling?
Lizhe Fang
,
Yifei Wang
,
Zhaoyang Liu
,
Chenheng Zhang
,
Stefanie Jegelka
,
Jinyang Gao
,
Bolin Ding
,
Yisen Wang
NeurIPS
2024
$\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
Junkang Wu
,
Yuexiang Xie
,
Zhengyi Yang
,
Jiancan Wu
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He
ICML
2024
Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games
Kexin Huang
,
Ziqian Chen
,
Xue Wang
,
Chongming Gao
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
ICLR
2024
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
Xue Wang
,
Tian Zhou
,
Qingsong Wen
,
Jinyang Gao
,
Bolin Ding
,
Rong Jin
AAAI
2021
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements
Yang Li
,
Yu Shen
,
Jiawei Jiang
,
Jinyang Gao
,
Ce Zhang
,
Bin Cui
AAAI
2020
Efficient Automatic CASH via Rising Bandits
Yang Li
,
Jiawei Jiang
,
Jinyang Gao
,
Yingxia Shao
,
Ce Zhang
,
Bin Cui
IJCAI
2020
Intent Preference Decoupling for User Representation on Online Recommender System
Zhaoyang Liu
,
Haokun Chen
,
Fei Sun
,
Xu Xie
,
Jinyang Gao
,
Bolin Ding
,
Yanyan Shen
AAAI
2019
Towards Reliable Learning for High Stakes Applications
Jinyang Gao
,
Junjie Yao
,
Yingxia Shao
IJCAI
2018
Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics
Jinyang Gao
,
Beng Chin Ooi
,
Yanyan Shen
,
Wang-Chien Lee
IJCAI
2018
Medical Concept Embedding with Time-Aware Attention
Xiangrui Cai
,
Jinyang Gao
,
Kee Yuan Ngiam
,
Beng Chin Ooi
,
Ying Zhang
,
Xiaojie Yuan
IJCAI
2018
Refine or Represent: Residual Networks with Explicit Channel-Wise Configuration
Yanyan Shen
,
Jinyang Gao