PPaperPicks

Longchao Da

14 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×3IJCAI ×2SDM ×2SIGKDD ×2ACL ×1CIKM ×1ECML-PKDD ×1ICML ×1NeurIPS ×1

Frequent coauthors

Hua Wei
×14
Tiejin Chen
×3
Xiaoou Liu
×2
Porter Jenkins
×2
Jeffrey Dotson
×2
Jiaxing Zhang
×2
Hao Mei
×2
David Isele
×1
Manish Saroya
×1
Jia Chen
×1
Evangelos E. Papalexakis
×1
Huaiyuan Yao
×1

Papers

  1. Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving
    AAAI 2026 · Longchao Da,
    David Isele
    ,
    Hua Wei
    ,
    Manish Saroya
  2. Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources
    ACL 2026 ·
    Tiejin Chen
    ,
    Xiaoou Liu
    , Longchao Da,
    Jia Chen
    ,
    Evangelos E. Papalexakis
    ,
    Hua Wei
  3. CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic
    SDM 2025 ·
    Huaiyuan Yao
    , Longchao Da,
    Vishnu Nandam
    ,
    Justin Turnau
    ,
    Zhiwei Liu
    ,
    Linsey Pang
    ,
    Hua Wei
  4. DeepShade: Enable Shade Simulation by Text-conditioned Image Generation
    IJCAI 2025 · Longchao Da,
    Xiangrui Liu
    ,
    Mithun Shivakoti
    ,
    Thirulogasankar Pranav Kutralingam
    ,
    Yezhou Yang
    ,
    Hua Wei
  5. FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images
    SIGKDD 2025 · Longchao Da,
    Rui Wang
    ,
    Xiaojian Xu
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    ,
    Hua Wei
    ,
    Cao Xiao
  6. Fully Heteroscedastic Count Regression with Deep Double Poisson Networks
    ICML 2025 ·
    Spencer Young
    ,
    Porter Jenkins
    , Longchao Da,
    Jeffrey Dotson
    ,
    Hua Wei
  7. GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
    IJCAI 2025 · Longchao Da,
    Parth Mitesh Shah
    ,
    Kuanru Liou
    ,
    Jiaxing Zhang
    ,
    Hua Wei
  8. Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness
    SDM 2025 ·
    Tiejin Chen
    , Longchao Da,
    Huixue Zhou
    ,
    Pingzhi Li
    ,
    Kaixiong Zhou
    ,
    Tianlong Chen
    ,
    Hua Wei
  9. Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
    SIGKDD 2025 ·
    Xiaoou Liu
    ,
    Tiejin Chen
    , Longchao Da,
    Chacha Chen
    ,
    Zhen Lin
    ,
    Hua Wei
  10. CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
    ECML-PKDD 2024 · Longchao Da,
    Chen Chu
    ,
    Weinan Zhang
    ,
    Hua Wei
  11. Probabilistic Offline Policy Ranking with Approximate Bayesian Computation
    AAAI 2024 · Longchao Da,
    Porter Jenkins
    ,
    Trevor Schwantes
    ,
    Jeffrey Dotson
    ,
    Hua Wei
  12. Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning
    AAAI 2024 · Longchao Da,
    Minquan Gao
    ,
    Hao Mei
    ,
    Hua Wei
  13. RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
    NeurIPS 2024 ·
    Jiaxing Zhang
    ,
    Zhuomin Chen
    ,
    Hao Mei
    , Longchao Da,
    Dongsheng Luo
    ,
    Hua Wei
  14. Shaded Route Planning Using Active Segmentation and Identification of Satellite Images
    CIKM 2024 · Longchao Da,
    Rohan Chhibba
    ,
    Rushabh Jaiswal
    ,
    Ariane Middel
    ,
    Hua Wei