Longchao Da

44 papers A* 7A 3Journal 27Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving.
AAAI
Longchao Da, David Isele, Hua Wei, Manish Saroya
2025 J jnl
A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models.
CoRR
Longchao Da, Justin Turnau, Thirulogasankar Pranav Kutralingam, Alvaro Velasquez, Paulo Shakarian, Hua Wei
2025 A conf
CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic.
SDM
Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei
2025 A* conf
DeepShade: Enable Shade Simulation by Text-conditioned Image Generation.
IJCAI
Longchao Da, Xiangrui Liu, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei
2025 J jnl
DeepShade: Enable Shade Simulation by Text-conditioned Image Generation.
CoRR
Longchao Da, Xiangrui Liu, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei
2025 J jnl
FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models.
CoRR
Xin Hong, Longchao Da, Hua Wei
2025 J jnl
FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land-Cover Identification Models.
IEEE Geosci. Remote. Sens. Lett.
Xin Hong, Longchao Da, Hua Wei
2025 — conf
FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images.
KDD (2)
Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei, Cao Xiao
2025 A* conf
Fully Heteroscedastic Count Regression with Deep Double Poisson Networks.
ICML
Spencer Young, Porter Jenkins, Longchao Da, Jeffrey Dotson, Hua Wei
2025 A* conf
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs.
IJCAI
Longchao Da, Parth Mitesh Shah, Kuanru Liou, Jiaxing Zhang, Hua Wei
2025 J jnl
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs.
CoRR
Longchao Da, Parth Mitesh Shah, Kuanru Liou, Jiaxing Zhang, Hua Wei
2025 J jnl
Generative AI in Transportation Planning: A Survey.
CoRR
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
2025 J jnl
Joint-Local Grounded Action Transformation for Sim-to-Real Transfer in Multi-Agent Traffic Control.
CoRR
Justin Turnau, Longchao Da, Khoa Vo, Ferdous Al Rafi, Shreyas Bachiraju, Tiejin Chen, Hua Wei
2025 J jnl
MCQA-Eval: Efficient Confidence Evaluation in NLG with Gold-Standard Correctness Labels.
CoRR
Xiaoou Liu, Zhen Lin, Longchao Da, Chacha Chen, Shubhendu Trivedi, Hua Wei
2025 J jnl
Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving.
CoRR
Longchao Da, David Isele, Hua Wei, Manish Saroya
2025 A conf
Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness.
SDM
Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei
2025 — conf
Reproducible and Low-cost Sim-to-Real Environment for Traffic Signal Control.
ICCPS
Yiran Zhang, Khoa Vo, Longchao Da, Tiejin Chen, Xiaoou Liu, Hua Wei
2025 — conf
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey.
KDD (2)
Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei
2025 J jnl
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey.
CoRR
Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei
2025 J jnl
Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses.
CoRR
Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Vagelis Papalexakis, Hua Wei
2025 J jnl
Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology.
CoRR
Longchao Da, Xiaoou Liu, Jiaxin Dai, Lu Cheng, Yaqing Wang, Hua Wei
2024 — conf
CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models.
ECML/PKDD (8)
Longchao Da, Chen Chu, Weinan Zhang, Hua Wei
2024 J jnl
CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models.
CoRR
Longchao Da, Chen Chu, Weinan Zhang, Hua Wei
2024 J jnl
CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic.
CoRR
Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei
2024 J jnl
Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks.
CoRR
Spencer Young, Porter Jenkins, Longchao Da, Jeffrey Dotson, Hua Wei
2024 J jnl
LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation.
CoRR
Longchao Da, Tiejin Chen, Lu Cheng, Hua Wei
2024 J jnl
Libsignal: an open library for traffic signal control.
Mach. Learn.
Hao Mei, Xiaoliang Lei, Longchao Da, Bin Shi, Hua Wei
2024 J jnl
Open-TI: Open Traffic Intelligence with Augmented Language Model.
CoRR
Longchao Da, Kuanru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei
2024 J jnl
Open-ti: open traffic intelligence with augmented language model.
Int. J. Mach. Learn. Cybern.
Longchao Da, Kuanru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei
2024 J jnl
Privacy-preserving Fine-tuning of Large Language Models through Flatness.
CoRR
Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei
2024 A* conf
Probabilistic Offline Policy Ranking with Approximate Bayesian Computation.
AAAI
Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei
2024 A* conf
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning.
AAAI
Longchao Da, Minquan Gao, Hao Mei, Hua Wei
2024 A* conf
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks.
NeurIPS
Jiaxing Zhang, Zhuomin Chen, Hao Mei, Longchao Da, Dongsheng Luo, Hua Wei
2024 J jnl
Segment as You Wish - Free-Form Language-Based Segmentation for Medical Images.
CoRR
Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei, Cao Xiao
2024 A conf
Shaded Route Planning Using Active Segmentation and Identification of Satellite Images.
CIKM
Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei
2024 J jnl
Shaded Route Planning Using Active Segmentation and Identification of Satellite Images.
CoRR
Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei
2024 — conf
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras.
ITSC
Tiejin Chen, Prithvi Shirke, Bharatesh Chakravarthi, Arpitsinh Vaghela, Longchao Da, Duo Lu, Yezhou Yang, Hua Wei
2024 J jnl
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras.
CoRR
Tiejin Chen, Prithvi Shirke, Bharatesh Chakravarthi, Arpitsinh Vaghela, Longchao Da, Duo Lu, Yezhou Yang, Hua Wei
2023 J jnl
LLM Powered Sim-to-real Transfer for Traffic Signal Control.
CoRR
Longchao Da, Minchiuan Gao, Hao Mei, Hua Wei
2023 J jnl
Probabilistic Offline Policy Ranking with Approximate Bayesian Computation.
CoRR
Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei
2023 — conf
Sim2Real Transfer for Traffic Signal Control.
CASE
Longchao Da, Hao Mei, Romir Sharma, Hua Wei
2023 — conf
Uncertainty-Aware Grounded Action Transformation Towards Sim-to-Real Transfer for Traffic Signal Control.
CDC
Longchao Da, Hao Mei, Romir Sharma, Hua Wei
2023 J jnl
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal Control.
CoRR
Longchao Da, Hao Mei, Romir Sharma, Hua Wei
2022 J jnl
LibSignal: An Open Library for Traffic Signal Control.
CoRR
Hao Mei, Xiaoliang Lei, Longchao Da, Bin Shi, Hua Wei