PPaperPicks

Bingbing Xu

Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China

19 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0004-8319-2681 ↗Homepage ↗

Venues

ACL ×6SIGIR ×4AAAI ×1ACM MM ×1CIKM ×1CVPR ×1EACL ×1ICDE ×1NeurIPS ×1WSDM ×1WWW ×1

Frequent coauthors

Huawei Shen
×16
Yige Yuan
×13
Xueqi Cheng
×9
Wei Li
×5
Yunfan Li
×4
Teng Xiao
×4
Tian Xueyun
×3
Rongxin Chen
×3
Zixu Wang
×3
Yuanzhuo Wang
×3
Fei Sun
×3
Xiucheng Xu
×2

Papers

  1. Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents
    ACL 2026 ·
    Xiucheng Xu
    , Bingbing Xu,
    Tian Xueyun
    ,
    Zihe Huang
    ,
    Rongxin Chen
    ,
    Yunfan Li
    ,
    Huawei Shen
  2. Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
    ACL 2026 ·
    Zixu Wang
    , Bingbing Xu,
    Yige Yuan
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  3. HAG: Hierarchical Demographic Tree-based Agent Generation for Topic-Adaptive Simulation
    ACL 2026 ·
    Rongxin Chen
    ,
    Tianyu Wu
    , Bingbing Xu,
    Jiatang Luo
    ,
    Xiucheng Xu
    ,
    Huawei Shen
  4. Incentivizing Strong Reasoning from Weak Supervision
    EACL 2026 ·
    Yige Yuan
    ,
    Teng Xiao
    ,
    Shuchang Tao
    ,
    Xue Wang
    ,
    Jinyang Gao
    ,
    Bolin Ding
    , Bingbing Xu
  5. Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
    ACL 2026 ·
    Tian Xueyun
    ,
    Minghua Ma
    , Bingbing Xu,
    Nuoyan Lyu
    ,
    Wei Li
    ,
    Heng Dong
    ,
    Zheng Chu
    ,
    Yuanzhuo Wang
    ,
    Huawei Shen
  6. Multi-Personality Generation of LLMs at Decoding-time
    WSDM 2026 ·
    Rongxin Chen
    ,
    Yunfan Li
    ,
    Yige Yuan
    , Bingbing Xu,
    Huawei Shen
  7. ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding
    ACL 2026 ·
    Tian Xueyun
    ,
    Wei Li
    , Bingbing Xu,
    Heng Dong
    ,
    Yuanzhuo Wang
    ,
    Huawei Shen
  8. Towards Knowledgeable Deep Research: Framework and Benchmark
    SIGIR 2026 ·
    Wenxuan Liu
    ,
    Zixuan Li
    ,
    Long Bai
    ,
    Chunmao Zhang
    ,
    Fenghui Zhang
    ,
    Zhuo Chen
    ,
    Wei Li
    ,
    Yuxin Zuo
    ,
    Fei Wang
    , Bingbing Xu,
    Xuhui Jiang
    ,
    Jin Zhang
    ,
    Xiaolong Jin
    ,
    Jiafeng Guo
    ,
    Tat-Seng Chua
    ,
    Xueqi Cheng
  9. Fact-Level Calibration and Correction for Long-Form Generations
    SIGIR 2025 ·
    Yige Yuan
    , Bingbing Xu,
    Hexiang Tan
    ,
    Fei Sun
    ,
    Teng Xiao
    ,
    Wei Li
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  10. From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
    ACL 2025 ·
    Bin Xie
    , Bingbing Xu,
    Yige Yuan
    ,
    Shengmao Zhu
    ,
    Huawei Shen
  11. Inference-time Alignment in Continuous Space
    NeurIPS 2025 ·
    Yige Yuan
    ,
    Teng Xiao
    ,
    Yunfan Li
    , Bingbing Xu,
    Shuchang Tao
    ,
    Yunqi Qiu
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  12. InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning
    SIGIR 2025 ·
    Zixu Wang
    , Bingbing Xu,
    Yige Yuan
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  13. MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing
    ACM MM 2025 ·
    Xueyun Tian
    ,
    Wei Li
    , Bingbing Xu,
    Yige Yuan
    ,
    Yuanzhuo Wang
    ,
    Huawei Shen
  14. The 1st Workshop on LLM Agents for Social Simulation
    CIKM 2025 ·
    Yige Yuan
    ,
    Junkai Zhou
    , Bingbing Xu,
    Liang Pang
    ,
    Du Su
    ,
    An Zhang
    ,
    Teng Xiao
    ,
    Fengli Xu
    ,
    Zhaochun Ren
    ,
    Xu Chen
  15. Unveiling the Potential of LLMs in Simulated Society: A Knowledge-Driven LLM Agent Framework for User Modeling
    WWW 2025 ·
    Shengmao Zhu
    , Bingbing Xu,
    Yige Yuan
    ,
    Bin Xie
    ,
    Yunfan Li
    ,
    Huawei Shen
  16. Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning
    SIGIR 2024 ·
    Zixu Wang
    , Bingbing Xu,
    Yige Yuan
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  17. PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
    AAAI 2024 ·
    Yige Yuan
    , Bingbing Xu,
    Bo Lin
    ,
    Liang Hou
    ,
    Fei Sun
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  18. SACH: Significant-Attributed Community Search in Heterogeneous Information Networks
    ICDE 2024 ·
    Yanghao Liu
    ,
    Fangda Guo
    , Bingbing Xu,
    Peng Bao
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  19. TEA: Test-Time Energy Adaptation
    CVPR 2024 ·
    Yige Yuan
    , Bingbing Xu,
    Liang Hou
    ,
    Fei Sun
    ,
    Huawei Shen
    ,
    Xueqi Cheng