PPaperPicks

Song Guo

Hong Kong Polytechnic University, Department of Computing, Hong Kong

43 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9831-2202 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6NeurIPS ×5ACM MM ×4CVPR ×4ICCV ×4ICLR ×4ICML ×4ACL ×3ECCV ×2IJCAI ×2WWW ×2ECAI ×1SIGMOD ×1VLDB ×1

Frequent coauthors

Jie Zhang
×15
Jingcai Guo
×13
Ruibin Li
×7
Zicong Hong
×6
Tao Han
×6
Wenchao Xu
×6
Peiran Dong
×5
Qihua Zhou
×5
Haozhao Wang
×5
Sikai Bai
×4
Haoxi Li
×4
Xueyang Tang
×4

Papers

  1. KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference
    SIGMOD 2026 ·
    Jian Lin
    ,
    Jiazhi Mi
    ,
    Zicong Hong
    ,
    Haodong Wang
    ,
    Qianli Liu
    ,
    Haoyue Zhang
    ,
    Peng Li
    , Song Guo
  2. LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning
    ACL 2026 ·
    Haoyue Zhang
    ,
    Hualei Zhang
    ,
    Xiaosong Ma
    ,
    Jie Zhang
    , Song Guo
  3. Predicting the Future by Retrieving the Past
    AAAI 2026 ·
    Dazhao Du
    ,
    Tao Han
    , Song Guo
  4. TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis
    ACL 2026 ·
    Sikai Bai
    ,
    Haoxi Li
    ,
    Jie Zhang
    ,
    Yongjiang Liu
    , Song Guo
  5. Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models
    ACL 2026 ·
    Yongjiang Liu
    ,
    Haoxi Li
    ,
    Xiaosong Ma
    ,
    Jie Zhang
    , Song Guo
  6. BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation
    ACM MM 2025 ·
    Jinxiang Lai
    ,
    Wenlong Wu
    ,
    Jiawei Zhan
    ,
    Jian Li
    ,
    Bin-Bin Gao
    ,
    Jun Liu
    ,
    Jie Zhang
    , Song Guo
  7. Causally Motivated Sycophancy Mitigation for Large Language Models
    ICLR 2025 ·
    Haoxi Li
    ,
    Xueyang Tang
    ,
    Jie Zhang
    , Song Guo,
    Sikai Bai
    ,
    Peiran Dong
    ,
    Yue Yu
  8. DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement
    AAAI 2025 ·
    Qihua Zhou
    ,
    Ruibin Li
    ,
    Jingcai Guo
    ,
    Yaodong Huang
    ,
    Zhenda Xu
    ,
    Laizhong Cui
    , Song Guo
  9. DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning
    NeurIPS 2025 ·
    Sikai Bai
    ,
    Haoxi Li
    ,
    Jie Zhang
    ,
    Zicong Hong
    , Song Guo
  10. Durable Quantization Conditioned Misalignment Attack on Large Language Models
    ICLR 2025 ·
    Peiran Dong
    ,
    Haowei Li
    , Song Guo
  11. Enhancing Transferability of Targeted Adversarial Examples Via Inverse Target Gradient Competition and Spatial Distance Stretching
    ICCV 2025 ·
    Zhankai Li
    ,
    Weiping Wang
    ,
    Jie Li
    ,
    Shigeng Zhang
    ,
    Yunan Hu
    , Song Guo
  12. Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning
    AAAI 2025 ·
    Ziming Liu
    ,
    Jingcai Guo
    , Song Guo,
    Xiaocheng Lu
  13. Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View
    ICLR 2025 ·
    Xuan Liu
    ,
    Jie Zhang
    ,
    Haoyang Shang
    , Song Guo,
    Chengxu Yang
    ,
    Quanyan Zhu
  14. FreeMesh: Boosting Mesh Generation with Coordinates Merging
    ICML 2025 ·
    Jian Liu
    ,
    Haohan Weng
    ,
    Biwen Lei
    ,
    Xianghui Yang
    ,
    Zibo Zhao
    ,
    Zhuo Chen
    , Song Guo,
    Tao Han
    ,
    Chunchao Guo
  15. ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination
    NeurIPS 2025 ·
    Xiaoyi Pang
    ,
    Xuanyi Hao
    , Song Guo,
    Qi Luo
    ,
    Zhibo Wang
  16. IRASim: A Fine-Grained World Model for Robot Manipulation
    ICCV 2025 ·
    Fangqi Zhu
    ,
    Hongtao Wu
    , Song Guo,
    Yuxiao Liu
    ,
    Chilam Cheang
    ,
    Tao Kong
  17. InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis
    ICCV 2025 ·
    Tao Han
    ,
    Wanghan Xu
    ,
    Junchao Gong
    ,
    Xiaoyu Yue
    , Song Guo,
    Luping Zhou
    ,
    Lei Bai
  18. Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
    NeurIPS 2025 ·
    Jian Liu
    ,
    Jing Xu
    , Song Guo,
    Jing Li
    ,
    Jingfeng Guo
    ,
    Jiaao Yu
    ,
    Haohan Weng
    ,
    Biwen Lei
    ,
    Xianghui Yang
    ,
    Zhuo Chen
    ,
    Fangqi Zhu
    ,
    Tao Han
    ,
    Chunchao Guo
  19. Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion
    AAAI 2025 ·
    Xuan Liu
    ,
    Siqi Cai
    ,
    Qihua Zhou
    , Song Guo,
    Ruibin Li
    ,
    Kaiwei Lin
  20. Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
    CVPR 2025 ·
    Yang Chen
    ,
    Jingcai Guo
    , Song Guo,
    Dacheng Tao
  21. Pistis: A Decentralized Knowledge Graph Platform Enabling Ownership-Preserving SPARQL Querying
    VLDB 2025 ·
    Enyuan Zhou
    , Song Guo,
    Zicong Hong
    ,
    Christian S. Jensen
    ,
    Yang Xiao
    ,
    Jinwen Liang
    ,
    Dalin Zhang
  22. RORem: Training a Robust Object Remover with Human-in-the-Loop
    CVPR 2025 ·
    Ruibin Li
    ,
    Tao Yang
    , Song Guo,
    Lei Zhang
  23. TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning
    IJCAI 2025 ·
    Miaoge Li
    ,
    Jingcai Guo
    ,
    Richard Yi Da Xu
    ,
    Dongsheng Wang
    ,
    Xiaofeng Cao
    ,
    Zhijie Rao
    , Song Guo
  24. VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting
    ICCV 2025 ·
    Hao Chen
    ,
    Tao Han
    , Song Guo,
    Jie Zhang
    ,
    Yonghan Dong
    ,
    Yue Yu
    ,
    Lei Bai
  25. Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
    ICML 2024 ·
    Jie Zhang
    ,
    Xiaosong Ma
    , Song Guo,
    Peng Li
    ,
    Wenchao Xu
    ,
    Xueyang Tang
    ,
    Zicong Hong
  26. C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
    CVPR 2024 ·
    Fushuo Huo
    ,
    Wenchao Xu
    ,
    Jingcai Guo
    ,
    Haozhao Wang
    , Song Guo
  27. Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization
    ICML 2024 ·
    Xueyang Tang
    , Song Guo,
    Jingcai Guo
    ,
    Jie Zhang
    ,
    Yue Yu
  28. Cross-modal Representation Flattening for Multi-modal Domain Generalization
    NeurIPS 2024 ·
    Yunfeng Fan
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    , Song Guo
  29. Detached and Interactive Multimodal Learning
    ACM MM 2024 ·
    Yunfeng Fan
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Junhong Liu
    , Song Guo
  30. DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning
    CVPR 2024 ·
    Sikai Bai
    ,
    Jie Zhang
    , Song Guo,
    Shuaicheng Li
    ,
    Jingcai Guo
    ,
    Jun Hou
    ,
    Tao Han
    ,
    Xiaocheng Lu
  31. Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring
    ICML 2024 ·
    Jiewei Zhang
    , Song Guo,
    Peiran Dong
    ,
    Jie Zhang
    ,
    Ziming Liu
    ,
    Yue Yu
    ,
    Xiao-Ming Wu
  32. FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model
    ACM MM 2024 ·
    Ruibin Li
    ,
    Jingcai Guo
    ,
    Qihua Zhou
    , Song Guo
  33. GradFilt: Class-wise Targeted Data Reconstruction from Gradients in Federated Learning
    WWW 2024 ·
    Rui Zhang
    , Song Guo,
    Ping Li
  34. Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients
    ICLR 2024 ·
    Xueyang Tang
    , Song Guo,
    Jie Zhang
    ,
    Jingcai Guo
  35. Matching Gains with Pays: Effective and Fair Learning in Multi-Agent Public Goods Dilemmas
    ECAI 2024 ·
    Yitian Chen
    ,
    Xuan Liu
    ,
    Shigeng Zhang
    ,
    Xinning Chen
    , Song Guo
  36. On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks
    AAAI 2024 ·
    Qihua Zhou
    ,
    Jingcai Guo
    , Song Guo,
    Ruibin Li
    ,
    Jie Zhang
    ,
    Bingjie Wang
    ,
    Zhenda Xu
  37. Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection
    ECCV 2024 ·
    Yunfeng Fan
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Fushuo Huo
    ,
    Jinyu Chen
    , Song Guo
  38. ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning
    IJCAI 2024 ·
    Jingcai Guo
    ,
    Qihua Zhou
    ,
    Xiaocheng Lu
    ,
    Ruibin Li
    ,
    Ziming Liu
    ,
    Jie Zhang
    ,
    Bo Han
    ,
    Junyang Chen
    ,
    Xin Xie
    , Song Guo
  39. Poisoning Attack on Federated Knowledge Graph Embedding
    WWW 2024 ·
    Enyuan Zhou
    , Song Guo,
    Zhixiu Ma
    ,
    Zicong Hong
    ,
    Tao Guo
    ,
    Peiran Dong
  40. ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning
    AAAI 2024 ·
    Fushuo Huo
    ,
    Wenchao Xu
    , Song Guo,
    Jingcai Guo
    ,
    Haozhao Wang
    ,
    Ziming Liu
    ,
    Xiaocheng Lu
  41. SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization
    ACM MM 2024 ·
    Yingchun Wang
    ,
    Jingcai Guo
    , Song Guo,
    Yi Liu
    ,
    Jie Zhang
    ,
    Weizhan Zhang
  42. Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models
    ECCV 2024 ·
    Ruibin Li
    ,
    Ruihuang Li
    , Song Guo,
    Lei Zhang
  43. Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
    NeurIPS 2024 ·
    Peiran Dong
    ,
    Bingjie Wang
    , Song Guo,
    Junxiao Wang
    ,
    Jie Zhang
    ,
    Zicong Hong