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ORCIDLongchao Da
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2020 – today
- 2025
[j3]Xin Hong
, Longchao Da, Hua Wei:
FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land-Cover Identification Models. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025)- [c16]Yiran Zhang, Khoa Vo, Longchao Da, Tiejin Chen, Xiaoou Liu, Hua Wei:
Reproducible and Low-cost Sim-to-Real Environment for Traffic Signal Control. ICCPS 2025: 45:1-45:2 - [c15]Spencer Young, Porter Jenkins, Longchao Da, Jeffrey Dotson, Hua Wei:
Fully Heteroscedastic Count Regression with Deep Double Poisson Networks. ICML 2025 - [c14]Longchao Da, Xiangrui Liu, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei:
DeepShade: Enable Shade Simulation by Text-conditioned Image Generation. IJCAI 2025: 9610-9618 - [c13]Longchao Da, Parth Mitesh Shah, Kuanru Liou, Jiaxing Zhang, Hua Wei:
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs. IJCAI 2025: 11030-11033 - [c12]Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei, Cao Xiao:
FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images. KDD (2) 2025: 404-414 - [c11]Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei:
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey. KDD (2) 2025: 6107-6117 - [c10]Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei:
Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness. SDM 2025: 386-397 - [c9]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. SDM 2025: 409-418 - [i24]Longchao Da, Justin Turnau, Thirulogasankar Pranav Kutralingam, Alvaro Velasquez, Paulo Shakarian, Hua Wei:
A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models. CoRR abs/2502.13187 (2025) - [i23]Xiaoou Liu, Zhen Lin, Longchao Da, Chacha Chen, Shubhendu Trivedi, Hua Wei:
MCQA-Eval: Efficient Confidence Evaluation in NLG with Gold-Standard Correctness Labels. CoRR abs/2502.14268 (2025) - [i22]Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Vagelis Papalexakis, Hua Wei:
Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses. CoRR abs/2502.16820 (2025) - [i21]Longchao Da, Xiaoou Liu, Jiaxin Dai, Lu Cheng, Yaqing Wang, Hua Wei:
Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology. CoRR abs/2502.17026 (2025) - [i20]Longchao Da, Tiejin Chen, Zhuoheng Li, Shreyas Bachiraju, Huaiyuan Yao, Li Li, Yushun Dong, Xiyang Hu, Zhengzhong Tu, Dongjie Wang, Yue Zhao, Xuanyu Zhou, Ram Pendyala, Benjamin Stabler, Yezhou Yang, Xuesong Zhou, Hua Wei:
Generative AI in Transportation Planning: A Survey. CoRR abs/2503.07158 (2025) - [i19]Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei:
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey. CoRR abs/2503.15850 (2025) - [i18]Longchao Da, Parth Mitesh Shah, Kuanru Liou, Jiaxing Zhang, Hua Wei:
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs. CoRR abs/2505.10143 (2025) - [i17]Longchao Da, Xiangrui Liu, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei:
DeepShade: Enable Shade Simulation by Text-conditioned Image Generation. CoRR abs/2507.12103 (2025) - [i16]Justin Turnau, Longchao Da, Khoa Vo, Ferdous Al Rafi, Shreyas Bachiraju, Tiejin Chen, Hua Wei:
Joint-Local Grounded Action Transformation for Sim-to-Real Transfer in Multi-Agent Traffic Control. CoRR abs/2507.15174 (2025) - [i15]Xin Hong, Longchao Da, Hua Wei:
FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models. CoRR abs/2507.19818 (2025) - [i14]Longchao Da, David Isele, Hua Wei, Manish Saroya:
Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving. CoRR abs/2512.12211 (2025) - 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) - [c8]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 - [c7]Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei:
Probabilistic Offline Policy Ranking with Approximate Bayesian Computation. AAAI 2024: 20370-20378 - [c6]Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei:
Shaded Route Planning Using Active Segmentation and Identification of Satellite Images. CIKM 2024: 5205-5209 - [c5]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. ITSC 2024: 2386-2391 - [c4]Jiaxing Zhang, Zhuomin Chen, Hao Mei, Longchao Da, Dongsheng Luo, Hua Wei:
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks. NeurIPS 2024 - [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 A. 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)
Coauthor Index
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