PPaperPicks

Shengyu Zhang

Zhejiang University, Department of Computer Science, Hangzhou, China

40 papers at tracked venues · 34 at CORE A* · active 2024–2026

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Venues

AAAI ×9ACM MM ×6WWW ×6ACL ×5SIGKDD ×4EMNLP ×2ICLR ×2IJCAI ×2CVPR ×1EACL ×1ECCV ×1NeurIPS ×1

Frequent coauthors

Zheqi Lv
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Yuqing Zhang
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Tianyu Zhan
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Wenkai Wang
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Zhonghua Jiang
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Yuhang Liu
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Yiyun Zhou
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Kairui Fu
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Kunxi Li
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Biao Yi
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Sihao Liu
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Qihang Yu
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Papers

  1. A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models
    AAAI 2026 ·
    Wenkai Wang
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  2. AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
    AAAI 2026 ·
    Zhonghua Jiang
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  3. DAC-Bench: A Decision-Aware Benchmark for Compositional Mobile GUI Tasks
    ACL 2026 ·
    Yuqing Zhang
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  4. EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
    AAAI 2026 ·
    Biao Yi
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  5. InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization
    AAAI 2026 ·
    Yuhang Liu
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  6. InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
    EACL 2026 ·
    Yuhang Liu
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  7. Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding
    ACL 2026 ·
    Wenkai Wang
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  8. RASTP: Representation-Aware Semantic Token Pruning for Generative Recommendation with Semantic Identifiers
    WWW 2026 ·
    Tianyu Zhan
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  9. RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction
    ACL 2026 ·
    Sihao Liu
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  10. ThinkRec: Thinking-based recommendation via LLM
    WWW 2026 ·
    Qihang Yu
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  11. Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs
    WWW 2026 ·
    Zhaoyu Fan
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  12. CHORD: Customizing Hybrid-precision On-device Model for Sequential Recommendation with Device-cloud Collaboration
    ACM MM 2025 ·
    Tianqi Liu
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  13. Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
    SIGKDD 2025 ·
    Zheqi Lv
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  14. Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating
    SIGKDD 2025 ·
    Yiyun Zhou
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  15. Device-Cloud Collaborative Correction for On-Device Recommendation
    IJCAI 2025 ·
    Tianyu Zhan
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  16. Disentangled Knowledge Tracing for Alleviating Cognitive Bias
    WWW 2025 ·
    Yiyun Zhou
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  17. EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
    ICLR 2025 ·
    Jiajian Xie
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  18. Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks
    ACM MM 2025 ·
    Yurun Chen
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  19. ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation
    IJCAI 2025 ·
    Zhan Qu
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  20. FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning
    AAAI 2025 ·
    Zhonghua Jiang
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  21. Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation
    SIGKDD 2025 ·
    Kairui Fu
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  22. MS-Bench: Evaluating LMMs in Ancient Manuscript Study through a Dunhuang Case Study
    NeurIPS 2025 ·
    Yuqing Zhang
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  23. MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
    ACL 2025 ·
    Kunxi Li
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  24. MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities
    AAAI 2025 ·
    Kunxi Li
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  25. OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
    ACL 2025 ·
    Xueyu Hu
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  26. Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
    AAAI 2025 ·
    Zheqi Lv
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  27. Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract)
    AAAI 2025 ·
    Tianyu Zhan
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  28. Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing
    ACM MM 2025 ·
    Zheqi Lv
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  29. Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
    EMNLP 2025 ·
    Chuxue Cao
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  30. AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
    ICLR 2024 ·
    Zihao Tang
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  31. CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation
    AAAI 2024 ·
    Kexin Li
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  32. Cross-modal Observation Hypothesis Inference
    ACM MM 2024 ·
    Mengze Li
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  33. DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation
    SIGKDD 2024 ·
    Kairui Fu
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  34. GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting
    ACM MM 2024 ·
    Hongyun Yu
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  35. Intelligent Model Update Strategy for Sequential Recommendation
    WWW 2024 ·
    Zheqi Lv
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  36. LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang
    ECCV 2024 ·
    Yuqing Zhang
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  37. MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer
    WWW 2024 ·
    Dong Yao
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  38. MPOD123: One Image to 3D Content Generation Using Mask-Enhanced Progressive Outline-to-Detail Optimization
    CVPR 2024 ·
    Jimin Xu
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  39. PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study
    EMNLP 2024 ·
    Yuqing Zhang
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  40. Semantic Codebook Learning for Dynamic Recommendation Models
    ACM MM 2024 ·
    Zheqi Lv
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