PPaperPicks

Song Guo

Hong Kong Polytechnic University, Department of Computing, Hong Kong

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

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Venues

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

Frequent coauthors

Sikai Bai
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Ruibin Li
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Yunfeng Fan
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Qihua Zhou
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Peiran Dong
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Xuan Liu
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Jian Liu
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Enyuan Zhou
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Fushuo Huo
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Xueyang Tang
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Jian Lin
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Haoyue Zhang
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Papers

  1. KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference
    SIGMOD 2026 ·
    Jian Lin
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  2. LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning
    ACL 2026 ·
    Haoyue Zhang
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  3. Predicting the Future by Retrieving the Past
    AAAI 2026 ·
    Dazhao Du
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  4. TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis
    ACL 2026 ·
    Sikai Bai
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  5. Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models
    ACL 2026 ·
    Yongjiang Liu
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  6. BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation
    ACM MM 2025 ·
    Jinxiang Lai
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  7. Causally Motivated Sycophancy Mitigation for Large Language Models
    ICLR 2025 ·
    Haoxi Li
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  8. DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement
    AAAI 2025 ·
    Qihua Zhou
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  9. DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning
    NeurIPS 2025 ·
    Sikai Bai
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  10. Durable Quantization Conditioned Misalignment Attack on Large Language Models
    ICLR 2025 ·
    Peiran Dong
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  11. Enhancing Transferability of Targeted Adversarial Examples Via Inverse Target Gradient Competition and Spatial Distance Stretching
    ICCV 2025 ·
    Zhankai Li
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  12. Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning
    AAAI 2025 ·
    Ziming Liu
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  13. Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View
    ICLR 2025 ·
    Xuan Liu
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  14. FreeMesh: Boosting Mesh Generation with Coordinates Merging
    ICML 2025 ·
    Jian Liu
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  15. ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination
    NeurIPS 2025 ·
    Xiaoyi Pang
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  16. IRASim: A Fine-Grained World Model for Robot Manipulation
    ICCV 2025 ·
    Fangqi Zhu
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  17. InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis
    ICCV 2025 ·
    Tao Han
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  18. Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
    NeurIPS 2025 ·
    Jian Liu
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  19. Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion
    AAAI 2025 ·
    Xuan Liu
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  20. Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
    CVPR 2025 ·
    Yang Chen
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  21. Pistis: A Decentralized Knowledge Graph Platform Enabling Ownership-Preserving SPARQL Querying
    VLDB 2025 ·
    Enyuan Zhou
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  22. RORem: Training a Robust Object Remover with Human-in-the-Loop
    CVPR 2025 ·
    Ruibin Li
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  23. TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning
    IJCAI 2025 ·
    Miaoge Li
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  24. VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting
    ICCV 2025 ·
    Hao Chen
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  25. Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
    ICML 2024 ·
    Jie Zhang
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  26. C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
    CVPR 2024 ·
    Fushuo Huo
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  27. Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization
    ICML 2024 ·
    Xueyang Tang
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  28. Cross-modal Representation Flattening for Multi-modal Domain Generalization
    NeurIPS 2024 ·
    Yunfeng Fan
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  29. Detached and Interactive Multimodal Learning
    ACM MM 2024 ·
    Yunfeng Fan
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  30. DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning
    CVPR 2024 ·
    Sikai Bai
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  31. Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring
    ICML 2024 ·
    Jiewei Zhang
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  32. FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model
    ACM MM 2024 ·
    Ruibin Li
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  33. GradFilt: Class-wise Targeted Data Reconstruction from Gradients in Federated Learning
    WWW 2024 ·
    Rui Zhang
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  34. Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients
    ICLR 2024 ·
    Xueyang Tang
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  35. Matching Gains with Pays: Effective and Fair Learning in Multi-Agent Public Goods Dilemmas
    ECAI 2024 ·
    Yitian Chen
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  36. On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks
    AAAI 2024 ·
    Qihua Zhou
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  37. Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection
    ECCV 2024 ·
    Yunfeng Fan
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  38. ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning
    IJCAI 2024 ·
    Jingcai Guo
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  39. Poisoning Attack on Federated Knowledge Graph Embedding
    WWW 2024 ·
    Enyuan Zhou
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  40. ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning
    AAAI 2024 ·
    Fushuo Huo
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  41. SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization
    ACM MM 2024 ·
    Yingchun Wang
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  42. Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models
    ECCV 2024 ·
    Ruibin Li
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  43. Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
    NeurIPS 2024 ·
    Peiran Dong
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