Chao Xue - RankMe

24 papers A* 6Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution. AAAI Wentao Tan, Qiong Cao, Yibing Zhan, Chao Xue, Changxing Ding
2025	J	`jnl`	Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models. CoRR Canhui Wu, Qiong Cao, Chang Li, Zhenfang Wang, Chao Xue, Yuwei Fan, Wei Xi, Xiaodong He
2025	J	`jnl`	ChartMaster: Advancing Chart-to-Code Generation with Real-World Charts and Chart Similarity Reinforcement Learning. CoRR Wentao Tan, Qiong Cao, Chao Xue, Yibing Zhan, Changxing Ding, Xiaodong He
2025	J	`jnl`	Efficient Reasoning via Thought-Training and Thought-Free Inference. CoRR Canhui Wu, Qiong Cao, Chao Xue, Wei Xi, Xiaodong He
2025	J	`jnl`	From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought. CoRR Wentao Tan, Qiong Cao, Yibing Zhan, Chao Xue, Changxing Ding
2025	J	`jnl`	Layer as Puzzle Pieces: Compressing Large Language Models through Layer Concatenation. CoRR Fei Wang, Li Shen, Liang Ding, Chao Xue, Ye Liu, Changxing Ding
2025	A*	`conf`	Modeling All Response Surfaces in One for Conditional Search Spaces. AAAI Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao
2025	J	`jnl`	Modeling All Response Surfaces in One for Conditional Search Spaces. CoRR Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao
2025	J	`jnl`	On neural architecture search and hyperparameter optimization: A max-flow based approach. Neural Networks Chao Xue, Jiaxing Li, Xiaoxing Wang, Yibing Zhan, Junchi Yan, Chun-Guang Li
2024	J	`jnl`	Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution. CoRR Wentao Tan, Qiong Cao, Yibing Zhan, Chao Xue, Changxing Ding
2024	J	`jnl`	Neural Architecture Selection as a Nash Equilibrium With Batch Entanglement. IEEE Trans. Neural Networks Learn. Syst. Qian Li, Chao Xue, Mingming Li, Chun-Guang Li, Chao Ma, Xiaokang Yang
2024	J	`jnl`	Poisson Process for Bayesian Optimization. CoRR Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao
2024	J	`jnl`	Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models. CoRR Fei Wang, Li Shen, Liang Ding, Chao Xue, Ye Liu, Changxing Ding
2024	A*	`conf`	Towards Robust Information Extraction via Binomial Distribution Guided Counterpart Sequence. KDD Yinhao Bai, Yuhua Zhao, Zhixin Han, Hang Gao, Chao Xue, Mengting Hu
2023	J	`jnl`	DIY Your EasyNAS for Vision: Convolution Operation Merging, Map Channel Reducing, and Search Space to Supernet Conversion Tooling. IEEE Trans. Pattern Anal. Mach. Intell. Xiaoxing Wang, Zhirui Lian, Jiale Lin, Chao Xue, Junchi Yan
2023	J	`jnl`	OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System. CoRR Chao Xue, Wei Liu, Shuai Xie, Zhenfang Wang, Jiaxing Li, Xuyang Peng, Liang Ding, Shanshan Zhao, Qiong Cao, Yibo Yang, Fengxiang He, Bohua Cai, Rongcheng Bian, Yiyan Zhao, Heliang Zheng, Xiangyang Liu, Dongkai Liu, Daqing Liu, Li Shen, Chang Li, Shijin Zhang, Yukang Zhang, Guanpu Chen, Shixiang Chen, Yibing Zhan, Jing Zhang, Chaoyue Wang, Dacheng Tao
2023	—	`conf`	Poisson Process for Bayesian Optimization. AutoML Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao
2022	—	`conf`	A Max-Flow Based Approach for Neural Architecture Search. ECCV (20) Chao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li
2022	J	`jnl`	Automated search space and search strategy selection for AutoML. Pattern Recognit. Chao Xue, Mengting Hu, Xueqi Huang, Chun-Guang Li
2021	—	`conf`	Multi-Label Few-Shot Learning for Aspect Category Detection. ACL/IJCNLP (1) Mengting Hu, Shiwan Zhao, Honglei Guo, Chao Xue, Hang Gao, Tiegang Gao, Renhong Cheng, Zhong Su
2021	J	`jnl`	Multi-Label Few-Shot Learning for Aspect Category Detection. CoRR Mengting Hu, Shiwan Zhao, Honglei Guo, Chao Xue, Hang Gao, Tiegang Gao, Renhong Cheng, Zhong Su
2021	A*	`conf`	Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective. AAAI Chao Xue, Xiaoxing Wang, Junchi Yan, Yonggang Hu, Xiaokang Yang, Kewei Sun
2020	A*	`conf`	MergeNAS: Merge Operations into One for Differentiable Architecture Search. IJCAI Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun
2019	A*	`conf`	Transferable AutoML by Model Sharing Over Grouped Datasets. CVPR Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin