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Shuo Sun

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

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Venues

AAAI ×3EMNLP ×2NAACL ×2SIGKDD ×2ACL ×1CIKM ×1FSE ×1ICRA ×1IROS ×1WWW ×1

Frequent coauthors

Xinrun Wang
×5
Bo An
×5
Haochong Xia
×4
Wenyu Zhang
×4
Molei Qin
×3
Bin Wang
×3
AiTi Aw
×3
Nancy F. Chen
×3
Wentao Zhang
×3
Xinyu Cai
×2
Xunlong Zou
×2
Geyu Lin
×2

Papers

  1. Co-evolution of Types and Dependencies: Towards Repository-Level Type Inference for Python Code
    FSE 2026 · Shuo Sun,
    Shixin Zhang
    ,
    Jiwei Yan
    ,
    Jun Yan
    ,
    Jian Zhang
  2. FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading
    SIGKDD 2026 ·
    Molei Qin
    ,
    Xinyu Cai
    ,
    Yewen Li
    ,
    Haochong Xia
    ,
    Chuqiao Zong
    , Shuo Sun,
    Xinrun Wang
    ,
    Bo An
  3. AudioBench: A Universal Benchmark for Audio Large Language Models
    NAACL 2025 ·
    Bin Wang
    ,
    Xunlong Zou
    ,
    Geyu Lin
    , Shuo Sun,
    Zhuohan Liu
    ,
    Wenyu Zhang
    ,
    Zhengyuan Liu
    ,
    AiTi Aw
    ,
    Nancy F. Chen
  4. Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
    EMNLP 2025 ·
    Qiongqiong Wang
    ,
    Hardik B. Sailor
    ,
    Tianchi Liu
    ,
    Wenyu Zhang
    ,
    Muhammad Huzaifah
    ,
    Nattadaporn Lertcheva
    , Shuo Sun,
    Nancy F. Chen
    ,
    Jinyang Wu
    ,
    AiTi Aw
  5. MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore
    ACL 2025 ·
    Yingxu He
    ,
    Zhuohan Liu
    ,
    Geyu Lin
    , Shuo Sun,
    Bin Wang
    ,
    Wenyu Zhang
    ,
    Xunlong Zou
    ,
    Nancy F. Chen
    ,
    AiTi Aw
  6. Online MDP with Prototypes Information: A Robust Adaptive Approach
    AAAI 2025 · Shuo Sun,
    Meng Qi
    ,
    Zuo-Jun Max Shen
  7. Soft Syntactic Reinforcement for Neural Event Extraction
    NAACL 2025 ·
    Anran Hao
    ,
    Jian Su
    , Shuo Sun,
    Teo Yong Sen
  8. 3QFP: Efficient neural implicit surface reconstruction using Tri-Quadtrees and Fourier feature Positional encoding
    ICRA 2024 · Shuo Sun,
    Malcolm Mielle
    ,
    Achim J. Lilienthal
    ,
    Martin Magnusson
  9. A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
    SIGKDD 2024 ·
    Wentao Zhang
    ,
    Lingxuan Zhao
    ,
    Haochong Xia
    , Shuo Sun,
    Jiaze Sun
    ,
    Molei Qin
    ,
    Xinyi Li
    ,
    Yuqing Zhao
    ,
    Yilei Zhao
    ,
    Xinyu Cai
    ,
    Longtao Zheng
    ,
    Xinrun Wang
    ,
    Bo An
  10. EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading
    AAAI 2024 ·
    Molei Qin
    , Shuo Sun,
    Wentao Zhang
    ,
    Haochong Xia
    ,
    Xinrun Wang
    ,
    Bo An
  11. High-Fidelity SLAM Using Gaussian Splatting with Rendering-Guided Densification and Regularized Optimization
    IROS 2024 · Shuo Sun,
    Malcolm Mielle
    ,
    Achim J. Lilienthal
    ,
    Martin Magnusson
  12. Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context
    AAAI 2024 ·
    Haochong Xia
    , Shuo Sun,
    Xinrun Wang
    ,
    Bo An
  13. Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools
    WWW 2024 ·
    Wentao Zhang
    ,
    Yilei Zhao
    , Shuo Sun,
    Jie Ying
    ,
    Yonggang Xie
    ,
    Zitao Song
    ,
    Xinrun Wang
    ,
    Bo An
  14. SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
    EMNLP 2024 ·
    Holy Lovenia
    ,
    Rahmad Mahendra
    ,
    Salsabil Maulana Akbar
    ,
    Lester James V. Miranda
    ,
    Jennifer Santoso
    ,
    Elyanah Aco
    ,
    Akhdan Fadhilah
    ,
    Jonibek Mansurov
    ,
    Joseph Marvin Imperial
    ,
    Onno Kampman
    ,
    Joel Ruben Antony Moniz
    ,
    Muhammad Ravi Shulthan Habibi
    ,
    Frederikus Hudi
    ,
    Jann Railey Montalan
    ,
    Ryan Hadiwijaya
    ,
    Joanito Agili Lopo
    ,
    William Nixon
    ,
    Börje Karlsson
    ,
    James Jaya
    ,
    Ryandito Diandaru
    ,
    Yuze Gao
    ,
    Patrick Amadeus Irawan
    ,
    Bin Wang
    ,
    Jan Christian Blaise Cruz
    ,
    Chenxi Whitehouse
    ,
    Ivan Halim Parmonangan
    ,
    Maria Khelli
    ,
    Wenyu Zhang
    ,
    Lucky Susanto
    ,
    Reynard Adha Ryanda
    ,
    Sonny Lazuardi Hermawan
    ,
    Dan John Velasco
    ,
    Muhammad Dehan Al Kautsar
    ,
    Willy Fitra Hendria
    ,
    Yasmin Moslem
    ,
    Noah Flynn
    ,
    Muhammad Farid Adilazuarda
    ,
    Haochen Li
    ,
    Johanes Lee
    ,
    R. Damanhuri
    , Shuo Sun,
    Muhammad Reza Qorib
    ,
    Amirbek Djanibekov
    ,
    Wei Qi Leong
    ,
    Quyet V. Do
    ,
    Niklas Muennighoff
    ,
    Tanrada Pansuwan
    ,
    Ilham Firdausi Putra
    ,
    Yan Xu
    ,
    Ngee Tai Chia
    ,
    Ayu Purwarianti
    ,
    Sebastian Ruder
    ,
    William-Chandra Tjhi
    ,
    Peerat Limkonchotiwat
    ,
    Alham Fikri Aji
    ,
    Sedrick Keh
    ,
    Genta Indra Winata
    ,
    Ruochen Zhang
    ,
    Fajri Koto
    ,
    Zheng Xin Yong
    ,
    Samuel Cahyawijaya
  15. Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction
    CIKM 2024 ·
    Kun Peng
    ,
    Lei Jiang
    ,
    Qian Li
    ,
    Haoran Li
    ,
    Xiaoyan Yu
    ,
    Li Sun
    , Shuo Sun,
    Yanxian Bi
    ,
    Hao Peng