Longchao Da

Venues

Frequent coauthors

Papers

1. Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving
   AAAI 2026 · Longchao Da
2. Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources
   ACL 2026 ·

   Tiejin Chen

   DBLP profile ↗ORCID search ↗
3. CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic
   SDM 2025 ·

   Huaiyuan Yao

   DBLP profile ↗ORCID search ↗
4. DeepShade: Enable Shade Simulation by Text-conditioned Image Generation
   IJCAI 2025 · Longchao Da
5. FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images
   SIGKDD 2025 · Longchao Da
6. Fully Heteroscedastic Count Regression with Deep Double Poisson Networks
   ICML 2025 ·

   Spencer Young

   DBLP profile ↗ORCID search ↗
7. GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
   IJCAI 2025 · Longchao Da
8. Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness
   SDM 2025 ·

   Tiejin Chen

   DBLP profile ↗ORCID search ↗
9. Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
   SIGKDD 2025 ·

   Xiaoou Liu

   DBLP profile ↗ORCID search ↗
10. CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
    ECML-PKDD 2024 · Longchao Da
11. Probabilistic Offline Policy Ranking with Approximate Bayesian Computation
    AAAI 2024 · Longchao Da
12. Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning
    AAAI 2024 · Longchao Da
13. RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
    NeurIPS 2024 ·

    Jiaxing Zhang

    DBLP profile ↗ORCID search ↗
14. Shaded Route Planning Using Active Segmentation and Identification of Satellite Images
    CIKM 2024 · Longchao Da