PPaperPicks

Soyeon Caren Han

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

DBLP profile ↗ORCID 0000-0002-1948-6819 ↗Homepage ↗

Venues

ACL ×5AAAI ×4CIKM ×4IJCAI ×3SIGIR ×2WWW ×2ACM MM ×1ECAI ×1EMNLP ×1NAACL ×1

Frequent coauthors

Josiah Poon
×7
Yan Li
×5
Siwen Luo
×5
Feiqi Cao
×5
Yihao Ding
×5
Shuo Yang
×3
Yue Dai
×3
Rina Carines Cabral
×3
Eduard H. Hovy
×2
Hyunsuk Chung
×2
Areej Alhassan
×2
Riza Batista-Navarro
×2

Papers

  1. EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection
    ACL 2026 ·
    Shuo Yang
    , Caren Han,
    Xueqi Ma
    ,
    Yan Li
    ,
    Mohammad Reza Ghasemi Madani
    ,
    Eduard H. Hovy
  2. HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection
    WWW 2026 ·
    Zhili Nicholas Liang
    , Soyeon Caren Han,
    Qizhou Wang
    ,
    Christopher Leckie
  3. MulTiCast: A Multimodal Time Series Forecasting System
    AAAI 2026 ·
    Sehyuk Park
    , Caren Han,
    Hyunsuk Chung
  4. MuseKG: An Interactive Knowledge Graph Over Museum Collections
    SIGIR 2026 ·
    Jinhao Li
    ,
    Jianzhong Qi
    , Soyeon Caren Han,
    Eun-Jung Holden
  5. 'No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF
    ACL 2025 ·
    Rena Wei Gao
    ,
    Xuetong Wu
    ,
    Siwen Luo
    , Caren Han,
    Feng Liu
  6. 3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract)
    AAAI 2025 ·
    Thye Shan Ng
    ,
    Feiqi Cao
    , Soyeon Caren Han
  7. A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation
    EMNLP 2025 ·
    Yan Li
    ,
    Tianyi Zhang
    ,
    Zechuan Li
    , Caren Han
  8. ChuLo: Chunk-Level Key Information Representation for Long Document Understanding
    ACL 2025 ·
    Yan Li
    , Caren Han,
    Yue Dai
    ,
    Feiqi Cao
  9. DocDiscNER: Enhanced Document-Level Discontinuous NER via Coordination Ellipses Resolution and Self-Consistency Decoding
    ECAI 2025 ·
    Areej Alhassan
    ,
    Viktor Schlegel
    ,
    Rina Carines Cabral
    ,
    Riza Batista-Navarro
    , Soyeon Caren Han,
    Josiah Poon
    ,
    Goran Nenadic
  10. Graph-Based Multimodal Contrastive Learning for Chart Question Answering
    SIGIR 2025 ·
    Yue Dai
    , Soyeon Caren Han,
    Wei Liu
  11. KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs
    CIKM 2025 ·
    Lorenzo Vaiani
    ,
    Yihao Ding
    ,
    Luca Cagliero
    ,
    Jean Lee
    ,
    Paolo Garza
    ,
    Josiah Poon
    , Soyeon Caren Han
  12. MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
    ACL 2025 ·
    Shuo Yang
    , Caren Han,
    Siwen Luo
    ,
    Eduard H. Hovy
  13. MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU
    NAACL 2025 ·
    Yan Li
    ,
    So-Eon Kim
    ,
    Seong-Bae Park
    , Soyeon Caren Han
  14. Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
    AAAI 2025 ·
    Shuo Yang
    ,
    Siwen Luo
    , Soyeon Caren Han
  15. The 1st International Workshop on Retrieval-driven Generative AI & ScienceON AI Challenge: RDGENAI 2025
    CIKM 2025 ·
    Eunhui Kim
    , Caren Han,
    Kyungtae Lim
    ,
    Yesim Selcuk
    ,
    Moonki Back
    ,
    Sangjun Han
    ,
    Kyong-Ha Lee
  16. TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition
    WWW 2025 ·
    Rina Carines Cabral
    , Soyeon Caren Han,
    Areej Alhassan
    ,
    Riza Batista-Navarro
    ,
    Goran Nenadic
    ,
    Josiah Poon
  17. VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding
    IJCAI 2025 ·
    Yihao Ding
    , Soyeon Caren Han,
    Yan Li
    ,
    Josiah Poon
  18. 3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
    CIKM 2024 ·
    Rina Carines Cabral
    ,
    Siwen Luo
    ,
    Josiah Poon
    , Soyeon Caren Han
  19. 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
    ACL 2024 ·
    Yihao Ding
    ,
    Lorenzo Vaiani
    , Soyeon Caren Han,
    Jean Lee
    ,
    Paolo Garza
    ,
    Josiah Poon
    ,
    Luca Cagliero
  20. MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering
    IJCAI 2024 ·
    Yihao Ding
    ,
    Kaixuan Ren
    ,
    Jiabin Huang
    ,
    Siwen Luo
    , Soyeon Caren Han
  21. MSG-Chart: Multimodal Scene Graph for ChartQA
    CIKM 2024 ·
    Yue Dai
    , Soyeon Caren Han,
    Wei Liu
  22. Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond
    ACM MM 2024 · Soyeon Caren Han,
    Feiqi Cao
    ,
    Josiah Poon
    ,
    Roberto Navigli
  23. PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure
    IJCAI 2024 ·
    Feiqi Cao
    , Soyeon Caren Han,
    Hyunsuk Chung
  24. The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract)
    AAAI 2024 ·
    Tianyi Chen
    ,
    Feiqi Cao
    ,
    Yihao Ding
    , Soyeon Caren Han