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Longchao Da
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2020 – today
- 2024
- [j2]Hao Mei, Xiaoliang Lei, Longchao Da, Bin Shi, Hua Wei
:
Libsignal: an open library for traffic signal control. Mach. Learn. 113(8): 5235-5271 (2024) - [j1]Longchao Da, Kuanru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei:
Open-ti: open traffic intelligence with augmented language model. Int. J. Mach. Learn. Cybern. 15(10): 4761-4786 (2024) - [c6]Longchao Da, Minquan Gao, Hao Mei, Hua Wei:
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning. AAAI 2024: 82-90 - [c5]Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei:
Probabilistic Offline Policy Ranking with Approximate Bayesian Computation. AAAI 2024: 20370-20378 - [c4]Longchao Da
Shaded Route Planning Using Active Segmentation and Identification of Satellite Images. CIKM 2024: 5205-5209 - [c3]Longchao Da, Chen Chu, Weinan Zhang, Hua Wei
CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models. ECML/PKDD (8) 2024: 368-373 - [i13]Longchao Da, Kuanru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei:
Open-TI: Open Traffic Intelligence with Augmented Language Model. CoRR abs/2401.00211 (2024) - [i12]Longchao Da, Chen Chu, Weinan Zhang, Hua Wei:
CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models. CoRR abs/2402.06127 (2024) - [i11]Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei:
Privacy-preserving Fine-tuning of Large Language Models through Flatness. CoRR abs/2403.04124 (2024) - [i10]Spencer Young, Porter Jenkins, Longchao Da, Jeffrey Dotson, Hua Wei:
Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks. CoRR abs/2406.09262 (2024) - [i9]Longchao Da, Tiejin Chen, Lu Cheng, Hua Wei:
LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation. CoRR abs/2407.00994 (2024) - [i8]Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei:
Shaded Route Planning Using Active Segmentation and Identification of Satellite Images. CoRR abs/2407.13689 (2024) - [i7]Tiejin Chen, Prithvi Shirke, Bharatesh Chakravarthi, Arpitsinh Vaghela, Longchao Da, Duo Lu, Yezhou Yang, Hua Wei:
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras. CoRR abs/2408.09588 (2024) - [i6]Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha Kass-Hout, Hua Wei, Cao Xiao:
Segment as You Wish - Free-Form Language-Based Segmentation for Medical Images. CoRR abs/2410.12831 (2024) - [i5]Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei:
CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic. CoRR abs/2410.14368 (2024) - 2023
- [c2]Longchao Da, Hao Mei, Romir Sharma, Hua Wei:
Sim2Real Transfer for Traffic Signal Control. CASE 2023: 1-2 - [c1]Longchao Da, Hao Mei, Romir Sharma, Hua Wei:
Uncertainty-Aware Grounded Action Transformation Towards Sim-to-Real Transfer for Traffic Signal Control. CDC 2023: 1124-1129 - [i4]Longchao Da, Hao Mei, Romir Sharma, Hua Wei:
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal Control. CoRR abs/2307.12388 (2023) - [i3]Longchao Da, Minchiuan Gao, Hao Mei, Hua Wei:
LLM Powered Sim-to-real Transfer for Traffic Signal Control. CoRR abs/2308.14284 (2023) - [i2]Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei:
Probabilistic Offline Policy Ranking with Approximate Bayesian Computation. CoRR abs/2312.11551 (2023) - 2022
- [i1]Hao Mei, Xiaoliang Lei, Longchao Da, Bin Shi, Hua Wei
LibSignal: An Open Library for Traffic Signal Control. CoRR abs/2211.10649 (2022)
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