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Yunxuan Li
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2020 – today
- 2024
- [j2]Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Alex Castro-Ros, Marie Pellat, Kevin Robinson, Dasha Valter, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei:
Scaling Instruction-Finetuned Language Models. J. Mach. Learn. Res. 25: 70:1-70:53 (2024) - [c18]Lei Fan, Mingfu Liang, Yunxuan Li, Gang Hua, Ying Wu:
Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception. CVPR 2024: 16351-16361 - [c17]Christoph Stach
, Yunxuan Li
LALO - A Virtual Data Lake Zone for Composing Tailor-Made Data Products on Demand. DEXA (2) 2024: 288-305 - [c16]Kaiwen Wang, Rahul Kidambi, Ryan Sullivan, Alekh Agarwal, Christoph Dann, Andrea Michi, Marco Gelmi, Yunxuan Li, Raghav Gupta, Kumar Dubey, Alexandre Ramé, Johan Ferret, Geoffrey Cideron, Le Hou, Hongkun Yu, Amr Ahmed, Aranyak Mehta, Léonard Hussenot, Olivier Bachem, Edouard Leurent:
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning. EMNLP (Findings) 2024: 2153-2186 - [c15]Yunxuan Li, Yibing Du, Jiageng Zhang, Le Hou, Peter Grabowski, Yeqing Li, Eugene Ie:
Improving Multi-Agent Debate with Sparse Communication Topology. EMNLP (Findings) 2024: 7281-7294 - [c14]Zihan Wang, Yunxuan Li, Yuexin Wu, Liangchen Luo, Le Hou, Hongkun Yu, Jingbo Shang:
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision. EMNLP (Findings) 2024: 7309-7319 - [c13]Xiaoying Xing, Peixi Xiong, Lei Fan, Yunxuan Li, Ying Wu:
Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA. EMNLP (Findings) 2024: 8301-8315 - [c12]Ziqi Wang, Le Hou, Tianjian Lu, Yuexin Wu, Yunxuan Li, Hongkun Yu, Heng Ji:
Enabling Lanuguage Models to Implicitly Learn Self-Improvement. ICLR 2024 - [c11]Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou:
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. ICLR 2024 - [c10]Zexi Zhou, Rentao Gu, Xiaoya Zhang, Yunxuan Li, Lin Bai, Yuefeng Ji:
Opti-DeepRoute: A Topology-Adaptive Deep Reinforcement Learning Based Service Provisioning Framework for Elastic Optical Network. INFOCOM (Workshops) 2024: 1-2 - [c9]Yunxuan Li, Christoph Stach, Bernhard Mitschang:
PaDS: An adaptive and privacy-enabling Data Pipeline for Smart Cars. MDM 2024: 41-50 - [i7]Zihan Wang, Yunxuan Li, Yuexin Wu, Liangchen Luo, Le Hou, Hongkun Yu, Jingbo Shang:
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision. CoRR abs/2402.02658 (2024) - [i6]Liangchen Luo, Yinxiao Liu, Rosanne Liu, Samrat Phatale, Harsh Lara, Yunxuan Li, Lei Shu, Yun Zhu, Lei Meng, Jiao Sun, Abhinav Rastogi:
Improve Mathematical Reasoning in Language Models by Automated Process Supervision. CoRR abs/2406.06592 (2024) - [i5]Yunxuan Li, Yibing Du, Jiageng Zhang, Le Hou, Peter Grabowski, Yeqing Li, Eugene Ie:
Improving Multi-Agent Debate with Sparse Communication Topology. CoRR abs/2406.11776 (2024) - [i4]Kaiwen Wang, Rahul Kidambi, Ryan Sullivan, Alekh Agarwal, Christoph Dann, Andrea Michi, Marco Gelmi, Yunxuan Li, Raghav Gupta, Avinava Dubey, Alexandre Ramé, Johan Ferret, Geoffrey Cideron, Le Hou, Hongkun Yu, Amr Ahmed, Aranyak Mehta, Léonard Hussenot, Olivier Bachem, Edouard Leurent:
Conditioned Language Policy: A General Framework for Steerable Multi-Objective Finetuning. CoRR abs/2407.15762 (2024) - 2023
- [j1]Zeyang Cheng
A Superposition Assessment Framework of Multi-Source Traffic Risks for Mega-Events Using Risk Field Model and Time-Series Generative Adversarial Networks. IEEE Trans. Intell. Transp. Syst. 24(11): 12736-12753 (2023) - [c8]Yunxuan Li, Rentao Gu, Yuefeng Ji:
Multi-node Cooperative Recovery against IP node failure Enabled by Flexible Optical Network. OFC 2023: 1-3 - [c7]Yunxuan Li, Pascal Hirmer, Christoph Stach:
CV-Priv: Towards a Context Model for Privacy Policy Creation for Connected Vehicles. PerCom Workshops 2023: 583-588 - [c6]Andrea Fieschi
Privacy in Connected Vehicles: Perspectives of Drivers and Car Manufacturers. SummerSOC 2023: 59-68 - [i3]Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou:
Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts. CoRR abs/2305.14705 (2023) - [i2]Ziqi Wang, Le Hou, Tianjian Lu, Yuexin Wu, Yunxuan Li, Hongkun Yu, Heng Ji:
Enable Language Models to Implicitly Learn Self-Improvement From Data. CoRR abs/2310.00898 (2023) - [i1]Lei Fan, Mingfu Liang, Yunxuan Li, Gang Hua, Ying Wu:
Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception. CoRR abs/2311.13793 (2023) - 2022
- [c5]Lei Fan, Yunxuan Li, Chen Jiang, Ying Wu:
Unsupervised Depth Completion and Denoising for RGB-D Sensors. ICRA 2022: 8734-8740 - [c4]Yunxuan Li
Ensuring Situation-Aware Privacy for Connected Vehicles. IOT 2022: 135-138 - [c3]Xin Gu, Yinjia Guo, Yuntong Zhou, Yunxuan Li, Yanyan Chen:
In-depth Analysis of Traffic Conflicts at Interchange Merging Areas Based on Bayesian Network and Conflict chain. ITSC 2022: 2258-2264 - 2021
- [c2]Jiaxu Li, Yunxuan Li, Hongjian Han, Xin Lu:
Exploratory Methods for Imbalanced Data Classification in Online Recruitment Fraud Detection: A Comparative Analysis. ICCBD 2021: 75-81
2010 – 2019
Coauthor Index
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