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Aosong Feng

15 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

EMNLP ×4NeurIPS ×4EACL ×2AAAI ×1AISTATS ×1ICML ×1IJCAI ×1WWW ×1

Frequent coauthors

Rex Ying
×7
Leandros Tassiulas
×4
Zhichao Xu
×3
Balasubramaniam Srinivasan
×3
Jialin Chen
×3
Yun Zhou
×2
Kiran Ramnath
×2
Zheng Huang
×2
Yueyan Chen
×2
Kang Zhou
×2
Haibo Ding
×2
Lin Lee Cheong
×2

Papers

  1. BayesFlow: A Probability Inference Framework for Meta-Agent Assisted Workflow Generation
    EACL 2026 ·
    Bo Yuan
    ,
    Yun Zhou
    ,
    Zhichao Xu
    ,
    Kiran Ramnath
    , Aosong Feng,
    Balasubramaniam Srinivasan
  2. Diffusion Language Model Inference with Monte Carlo Tree Search
    EACL 2026 ·
    Zheng Huang
    ,
    Kiran Ramnath
    ,
    Yueyan Chen
    , Aosong Feng,
    Sangmin Woo
    ,
    Balasubramaniam Srinivasan
    ,
    Zhichao Xu
    ,
    Kang Zhou
    ,
    Shuai Wang
    ,
    Haibo Ding
    ,
    Lin Lee Cheong
  3. An Item Is Worth a Prompt: Versatile Image Editing with Disentangled Control
    AAAI 2025 · Aosong Feng,
    Weikang Qiu
    ,
    Jinbin Bai
    ,
    Zhen Dong
    ,
    Kaicheng Zhou
    ,
    Xiao Zhang
    ,
    Rex Ying
    ,
    Leandros Tassiulas
  4. Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective
    WWW 2025 ·
    Rui Yang
    ,
    Boming Yang
    ,
    Xinjie Zhao
    ,
    Fan Gao
    , Aosong Feng,
    Sixun Ouyang
    ,
    Moritz Blum
    ,
    Tianwei She
    ,
    Yuang Jiang
    ,
    Freddy Lécué
    ,
    Jinghui Lu
    ,
    Irene Li
  5. Hyperbolic Fine-Tuning for Large Language Models
    NeurIPS 2025 ·
    Menglin Yang
    ,
    Ram Samarth B. B.
    , Aosong Feng,
    Bo Xiong
    ,
    Jiahong Liu
    ,
    Irwin King
    ,
    Rex Ying
  6. IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
    EMNLP 2025 · Aosong Feng,
    Balasubramaniam Srinivasan
    ,
    Yun Zhou
    ,
    Zhichao Xu
    ,
    Kang Zhou
    ,
    Sheng Guan
    ,
    Yueyan Chen
    ,
    Xian Wu
    ,
    Ninad Kulkarni
    ,
    Yi Zhang
    ,
    Zhengyuan Shen
    ,
    Dmitriy Bespalov
    ,
    Soumya Smruti Mishra
    ,
    Yifei Teng
    ,
    Darren Yow-Bang Wang
    ,
    Haibo Ding
    ,
    Lin Lee Cheong
  7. MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
    EMNLP 2025 ·
    Weihao Xuan
    ,
    Rui Yang
    ,
    Heli Qi
    ,
    Qingcheng Zeng
    ,
    Yunze Xiao
    , Aosong Feng,
    Dairui Liu
    ,
    Yun Xing
    ,
    Junjue Wang
    ,
    Fan Gao
    ,
    Jinghui Lu
    ,
    Yuang Jiang
    ,
    Huitao Li
    ,
    Xin Li
    ,
    Kunyu Yu
    ,
    Ruihai Dong
    ,
    Shangding Gu
    ,
    Yuekang Li
    ,
    Xiaofei Xie
    ,
    Felix Juefei-Xu
    ,
    Foutse Khomh
    ,
    Osamu Yoshie
    ,
    Qingyu Chen
    ,
    Douglas Teodoro
    ,
    Nan Liu
    ,
    Randy Goebel
    ,
    Lei Ma
    ,
    Edison Marrese-Taylor
    ,
    Shijian Lu
    ,
    Yusuke Iwasawa
    ,
    Yutaka Matsuo
    ,
    Irene Li
  8. MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
    ICML 2025 ·
    Weikang Qiu
    ,
    Zheng Huang
    ,
    Haoyu Hu
    , Aosong Feng,
    Yujun Yan
    ,
    Rex Ying
  9. SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
    EMNLP 2025 ·
    Kaiwen Zhou
    ,
    Xuandong Zhao
    ,
    Jayanth Srinivasa
    ,
    Gaowen Liu
    , Aosong Feng,
    Dawn Song
    ,
    Xin Eric Wang
  10. TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
    NeurIPS 2025 ·
    Jialin Chen
    ,
    Ziyu Zhao
    ,
    Gaukhar Nurbek
    , Aosong Feng,
    Ali Maatouk
    ,
    Leandros Tassiulas
    ,
    Yifeng Gao
    ,
    Rex Ying
  11. DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
    NeurIPS 2024 ·
    Jiasheng Zhang
    ,
    Jialin Chen
    ,
    Menglin Yang
    , Aosong Feng,
    Shuang Liang
    ,
    Jie Shao
    ,
    Rex Ying
  12. From Similarity to Superiority: Channel Clustering for Time Series Forecasting
    NeurIPS 2024 ·
    Jialin Chen
    ,
    Jan Eric Lenssen
    , Aosong Feng,
    Weihua Hu
    ,
    Matthias Fey
    ,
    Leandros Tassiulas
    ,
    Jure Leskovec
    ,
    Rex Ying
  13. Integrating View Conditions for Image Synthesis
    IJCAI 2024 ·
    Jinbin Bai
    ,
    Zhen Dong
    , Aosong Feng,
    Xiao Zhang
    ,
    Tian Ye
    ,
    Kaicheng Zhou
  14. Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning
    EMNLP 2024 · Aosong Feng,
    Rex Ying
    ,
    Leandros Tassiulas
  15. Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint
    AISTATS 2024 ·
    Haoyue Tang
    ,
    Tian Xie
    , Aosong Feng,
    Hanyu Wang
    ,
    Chenyang Zhang
    ,
    Yang Bai