PPaperPicks

Shuo Yang

32 papers at tracked venues · 20 at CORE A* · active 2024–2026

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Venues

ACL ×7AAAI ×5EMNLP ×3ICLR ×3CIKM ×2CVPR ×2ICRA ×2ECAI ×1ICML ×1IJCAI ×1IROS ×1NeurIPS ×1RecSys ×1VLDB ×1WSDM ×1

Frequent coauthors

Gjergji Kasneci
×8
Bardh Prenkaj
×7
Li Yuan
×6
Yibing Song
×4
Zheyu Zhang
×4
Qihui Zhang
×3
Yuyang Liu
×3
Soyeon Caren Han
×3
Yue Huang
×2
Kun-Peng Ning
×2
Jia-Yu Yao
×2
Eduard H. Hovy
×2

Papers

  1. AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
    AAAI 2026 · Shuo Yang,
    Qihui Zhang
    ,
    Yuyang Liu
    ,
    Yue Huang
    ,
    Xiaojun Jia
    ,
    Kun-Peng Ning
    ,
    Jia-Yu Yao
    ,
    Jigang Wang
    ,
    Hailiang Dai
    ,
    Yibing Song
    ,
    Li Yuan
  2. 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
  3. GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding
    ACL 2026 ·
    Weicai Long
    ,
    Yusen Hou
    ,
    Junning Feng
    ,
    Houcheng Su
    , Shuo Yang,
    Donglin Xie
    ,
    Yanlin Zhang
  4. Look-Back: Implicit Visual Re-focusing in MLLM Reasoning
    AAAI 2026 · Shuo Yang,
    Yuwei Niu
    ,
    Yuyang Liu
    ,
    Yang Ye
    ,
    Bin Lin
    ,
    Li Yuan
  5. Next Patch Prediction for AutoRegressive Visual Generation
    AAAI 2026 ·
    Yatian Pang
    ,
    Peng Jin
    , Shuo Yang,
    Bin Zhu
    ,
    Bin Lin
    ,
    Chaoran Feng
    ,
    Zhenyu Tang
    ,
    Liuhan Chen
    ,
    Francis E. H. Tay
    ,
    Ser-Nam Lim
    ,
    Harry Yang
    ,
    Li Yuan
  6. SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation
    ACL 2026 · Shuo Yang,
    Zheyu Zhang
    ,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  7. SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
    ACL 2026 ·
    Jinyang Wu
    , Shuo Yang,
    Yuhao Shen
    ,
    Shuai Zhang
    ,
    Zhengqi Wen
    ,
    Jianhua Tao
  8. CURE: Controlled Unlearning for Robust Embeddings - Mitigating Conceptual Shortcuts in Pre-Trained Language Models
    EMNLP 2025 ·
    Aysenur Kocak
    , Shuo Yang,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  9. CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step
    NeurIPS 2025 ·
    Zheyuan Liu
    ,
    Munan Ning
    ,
    Qihui Zhang
    , Shuo Yang,
    Zhongrui Wang
    ,
    Yiwei Yang
    ,
    Xianzhe Xu
    ,
    Yibing Song
    ,
    Weihua Chen
    ,
    Fan Wang
    ,
    Li Yuan
  10. Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
    EMNLP 2025 · Shuo Yang,
    Zheyu Zhang
    ,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  11. JOIG: Joint Optimization Model of Image Features and Constraint Geometry Fusion for Generalizable Gaussian
    ECAI 2025 · Shuo Yang,
    Jianbo Zhang
    ,
    Yongming Han
    ,
    Liang Yuan
  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. METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship Detection
    IJCAI 2025 ·
    Yongqi Wang
    ,
    Xinxiao Wu
    , Shuo Yang
  14. Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
    AAAI 2025 · Shuo Yang,
    Siwen Luo
    ,
    Soyeon Caren Han
  15. Neural networks on Symmetric Spaces of Noncompact Type
    ICLR 2025 ·
    Xuan Son Nguyen
    , Shuo Yang,
    Aymeric Histace
  16. Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
    EMNLP 2025 ·
    Zheyu Zhang
    , Shuo Yang,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  17. PiCO: Peer Review in LLMs based on Consistency Optimization
    ICLR 2025 ·
    Kun-Peng Ning
    , Shuo Yang,
    Yuyang Liu
    ,
    Jia-Yu Yao
    ,
    Zhen-Hui Liu
    ,
    Yonghong Tian
    ,
    Yibing Song
    ,
    Li Yuan
  18. Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models
    ACL 2025 ·
    Chenchen Yuan
    ,
    Zheyu Zhang
    , Shuo Yang,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  19. RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting
    AAAI 2025 · Shuo Yang,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  20. Retrieval-LTV: Fine-Grained Transfer Learning for Lifetime Value Estimation in Large-Scale Industrial Retrieval
    CIKM 2025 ·
    Shirui Wang
    ,
    Shengbin Jia
    ,
    Tianyue Cao
    , Shuo Yang,
    Lei Jiang
    ,
    Qi He
    ,
    Lingling Yao
    ,
    Yang Xiang
  21. Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search
    VLDB 2025 · Shuo Yang,
    Jiadong Xie
    ,
    Yingfan Liu
    ,
    Jeffrey Xu Yu
    ,
    Xiyue Gao
    ,
    Qianru Wang
    ,
    Yanguo Peng
    ,
    Jiangtao Cui
  22. Robots with Attitude: Singularity-Free Quaternion-Based Model-Predictive Control for Agile Legged Robots
    ICRA 2025 ·
    Zixin Zhang
    ,
    John Z. Zhang
    , Shuo Yang,
    Zachary Manchester
  23. SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
    ICML 2025 · Shuo Yang,
    Bardh Prenkaj
    ,
    Gjergji Kasneci
  24. Trustworthy Robot Behavior Tree Generation Based on Multi-Source Heterogeneous Knowledge Graph
    ICRA 2025 ·
    Jianchao Yuan
    , Shuo Yang,
    Qi Zhang
    ,
    Ge Li
    ,
    Jianping Tang
  25. UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
    CVPR 2025 ·
    Qihui Zhang
    ,
    Munan Ning
    ,
    Zheyuan Liu
    ,
    Yue Huang
    , Shuo Yang,
    Yanbo Wang
    ,
    Jiayi Ye
    ,
    Xiao Chen
    ,
    Yibing Song
    ,
    Li Yuan
  26. Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems
    RecSys 2024 ·
    Nikhil Khani
    ,
    Li Wei
    ,
    Aniruddh Nath
    ,
    Shawn Andrews
    , Shuo Yang,
    Yang Liu
    ,
    Pendo Abbo
    ,
    Maciej Kula
    ,
    Jarrod Kahn
    ,
    Zhe Zhao
    ,
    Lichan Hong
    ,
    Ed H. Chi
  27. Enhancing Content-based Recommendation via Large Language Model
    CIKM 2024 ·
    Wentao Xu
    ,
    Qianqian Xie
    , Shuo Yang,
    Jiangxia Cao
    ,
    Shuchao Pang
  28. Large-scale Dataset Pruning with Dynamic Uncertainty
    CVPR 2024 ·
    Muyang He
    , Shuo Yang,
    Tiejun Huang
    ,
    Bo Zhao
  29. MPGNet: Learning Move-Push-Grasping Synergy for Target-Oriented Grasping in Occluded Scenes
    IROS 2024 ·
    Dayou Li
    ,
    Chenkun Zhao
    , Shuo Yang,
    Ran Song
    ,
    Xiaolei Li
    ,
    Wei Zhang
  30. Matrix Manifold Neural Networks++
    ICLR 2024 ·
    Xuan Son Nguyen
    , Shuo Yang,
    Aymeric Histace
  31. Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction
    WSDM 2024 ·
    Yakun Wang
    ,
    Binbin Hu
    , Shuo Yang,
    Meiqi Zhu
    ,
    Zhiqiang Zhang
    ,
    Qiyang Zhang
    ,
    Jun Zhou
    ,
    Guo Ye
    ,
    Huimei He
  32. P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models
    ACL 2024 · Shuo Yang,
    Chenchen Yuan
    ,
    Yao Rong
    ,
    Felix Steinbauer
    ,
    Gjergji Kasneci