PPaperPicks

Shengyu Zhang

Zhejiang University, Department of Computer Science, Hangzhou, China

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

DBLP profile ↗ORCID 0000-0002-0030-8289 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Fei Wu
×23
Zheqi Lv
×15
Kun Kuang
×11
Zhou Zhao
×8
Chengfei Lv
×7
Fan Wu
×7
Kairui Fu
×7
Wenqiao Zhang
×7
Jiwei Li
×7
Xueyu Hu
×6
Tianyu Zhan
×6
Jingyuan Chen
×6

Papers

  1. A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models
    AAAI 2026 ·
    Wenkai Wang
    ,
    Hongcan Guo
    ,
    Zheqi Lv
    , Shengyu Zhang
  2. AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
    AAAI 2026 ·
    Zhonghua Jiang
    ,
    Kui Chen
    ,
    Kunxi Li
    ,
    Keting Yin
    ,
    Yiyun Zhou
    ,
    Zhaode Wang
    ,
    Chengfei Lv
    , Shengyu Zhang
  3. DAC-Bench: A Decision-Aware Benchmark for Compositional Mobile GUI Tasks
    ACL 2026 ·
    Yuqing Zhang
    ,
    Honghui Sheng
    ,
    Xueyu Hu
    , Shengyu Zhang,
    Fei Wu
  4. EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
    AAAI 2026 ·
    Biao Yi
    ,
    Xueyu Hu
    ,
    Yurun Chen
    , Shengyu Zhang,
    Hongxia Yang
    ,
    Fan Wu
  5. InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization
    AAAI 2026 ·
    Yuhang Liu
    ,
    Zeyu Liu
    ,
    Shuanghe Zhu
    ,
    Pengxiang Li
    ,
    Congkai Xie
    ,
    Jiasheng Wang
    ,
    Xueyu Hu
    ,
    Xiaotian Han
    ,
    Jianbo Yuan
    ,
    Xinyao Wang
    , Shengyu Zhang,
    Hongxia Yang
    ,
    Fei Wu
  6. InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
    EACL 2026 ·
    Yuhang Liu
    ,
    Pengxiang Li
    ,
    Zishu Wei
    ,
    Congkai Xie
    ,
    Xueyu Hu
    ,
    Xinchen Xu
    , Shengyu Zhang,
    Xiaotian Han
    ,
    Hongxia Yang
    ,
    Fei Wu
  7. Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding
    ACL 2026 ·
    Wenkai Wang
    ,
    Xiyun Li
    ,
    Hongcan Guo
    ,
    Wenhao Yu
    ,
    Tianqing Fang
    ,
    Haitao Mi
    ,
    Dong Yu
    , Shengyu Zhang
  8. RASTP: Representation-Aware Semantic Token Pruning for Generative Recommendation with Semantic Identifiers
    WWW 2026 ·
    Tianyu Zhan
    ,
    Kairui Fu
    ,
    Zheqi Lv
    , Shengyu Zhang
  9. RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction
    ACL 2026 ·
    Sihao Liu
    ,
    Yufan Xiong
    ,
    Zhonghua Jiang
    ,
    Zhaode Wang
    ,
    Chengfei Lv
    , Shengyu Zhang
  10. ThinkRec: Thinking-based recommendation via LLM
    WWW 2026 ·
    Qihang Yu
    ,
    Kairui Fu
    ,
    Zheqi Lv
    , Shengyu Zhang,
    Xinhui Wu
    ,
    Chen Lin
    ,
    Feng Wei
    ,
    Bo Zheng
    ,
    Fei Wu
  11. Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs
    WWW 2026 ·
    Zhaoyu Fan
    ,
    Kaihang Pan
    ,
    Mingze Zhou
    ,
    Bosheng Qin
    ,
    Juncheng Li
    , Shengyu Zhang,
    Wenqiao Zhang
    ,
    Siliang Tang
    ,
    Fei Wu
    ,
    Yueting Zhuang
  12. CHORD: Customizing Hybrid-precision On-device Model for Sequential Recommendation with Device-cloud Collaboration
    ACM MM 2025 ·
    Tianqi Liu
    ,
    Kairui Fu
    , Shengyu Zhang,
    Wenyan Fan
    ,
    Zhaocheng Du
    ,
    Jieming Zhu
    ,
    Fan Wu
    ,
    Fei Wu
  13. Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
    SIGKDD 2025 ·
    Zheqi Lv
    ,
    Tianyu Zhan
    ,
    Wenjie Wang
    ,
    Xinyu Lin
    , Shengyu Zhang,
    Wenqiao Zhang
    ,
    Jiwei Li
    ,
    Kun Kuang
    ,
    Fei Wu
  14. Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating
    SIGKDD 2025 ·
    Yiyun Zhou
    ,
    Zheqi Lv
    , Shengyu Zhang,
    Jingyuan Chen
  15. Device-Cloud Collaborative Correction for On-Device Recommendation
    IJCAI 2025 ·
    Tianyu Zhan
    , Shengyu Zhang,
    Zheqi Lv
    ,
    Jieming Zhu
    ,
    Jiwei Li
    ,
    Fan Wu
    ,
    Fei Wu
  16. Disentangled Knowledge Tracing for Alleviating Cognitive Bias
    WWW 2025 ·
    Yiyun Zhou
    ,
    Zheqi Lv
    , Shengyu Zhang,
    Jingyuan Chen
  17. EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
    ICLR 2025 ·
    Jiajian Xie
    , Shengyu Zhang,
    Mengze Li
    ,
    Chengfei Lv
    ,
    Zhou Zhao
    ,
    Fei Wu
  18. Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks
    ACM MM 2025 ·
    Yurun Chen
    ,
    Xueyu Hu
    ,
    Keting Yin
    ,
    Juncheng Li
    , Shengyu Zhang
  19. ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation
    IJCAI 2025 ·
    Zhan Qu
    , Shengyu Zhang,
    Mengze Li
    ,
    Zhuo Chen
    ,
    Chengfei Lv
    ,
    Zhou Zhao
    ,
    Fei Wu
  20. FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning
    AAAI 2025 ·
    Zhonghua Jiang
    ,
    Jimin Xu
    , Shengyu Zhang,
    Tao Shen
    ,
    Jiwei Li
    ,
    Kun Kuang
    ,
    Haibin Cai
    ,
    Fei Wu
  21. Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation
    SIGKDD 2025 ·
    Kairui Fu
    ,
    Zheqi Lv
    , Shengyu Zhang,
    Fan Wu
    ,
    Kun Kuang
  22. MS-Bench: Evaluating LMMs in Ancient Manuscript Study through a Dunhuang Case Study
    NeurIPS 2025 ·
    Yuqing Zhang
    ,
    Yue Han
    ,
    Shuanghe Zhu
    ,
    Haoxiang Wu
    ,
    Hangqi Li
    , Shengyu Zhang,
    Junchi Yan
    ,
    Zemin Liu
    ,
    Kun Kuang
    ,
    Huaiyong Dou
    ,
    Yongquan Zhang
    ,
    Fei Wu
  23. MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
    ACL 2025 ·
    Kunxi Li
    ,
    Zhonghua Jiang
    ,
    Zhouzhou Shen
    ,
    Zhaode Wang
    ,
    Chengfei Lv
    , Shengyu Zhang,
    Fan Wu
    ,
    Fei Wu
  24. MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities
    AAAI 2025 ·
    Kunxi Li
    ,
    Tianyu Zhan
    ,
    Kairui Fu
    , Shengyu Zhang,
    Kun Kuang
    ,
    Jiwei Li
    ,
    Zhou Zhao
    ,
    Fan Wu
    ,
    Fei Wu
  25. OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
    ACL 2025 ·
    Xueyu Hu
    ,
    Tao Xiong
    ,
    Biao Yi
    ,
    Zishu Wei
    ,
    Ruixuan Xiao
    ,
    Yurun Chen
    ,
    Jiasheng Ye
    ,
    Meiling Tao
    ,
    Xiangxin Zhou
    ,
    Ziyu Zhao
    ,
    Yuhuai Li
    ,
    Shengze Xu
    ,
    Shenzhi Wang
    ,
    Xinchen Xu
    ,
    Shuofei Qiao
    ,
    Zhaokai Wang
    ,
    Kun Kuang
    ,
    Tieyong Zeng
    ,
    Liang Wang
    ,
    Jiwei Li
    ,
    Yuchen Eleanor Jiang
    ,
    Wangchunshu Zhou
    ,
    Guoyin Wang
    ,
    Keting Yin
    ,
    Zhou Zhao
    ,
    Hongxia Yang
    ,
    Fan Wu
    , Shengyu Zhang,
    Fei Wu
  26. Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
    AAAI 2025 ·
    Zheqi Lv
    ,
    Keming Ye
    ,
    Zishu Wei
    ,
    Qi Tian
    , Shengyu Zhang,
    Wenqiao Zhang
    ,
    Wenjie Wang
    ,
    Kun Kuang
    ,
    Tat-Seng Chua
    ,
    Fei Wu
  27. Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract)
    AAAI 2025 ·
    Tianyu Zhan
    ,
    Zheqi Lv
    , Shengyu Zhang,
    Jiwei Li
  28. Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing
    ACM MM 2025 ·
    Zheqi Lv
    ,
    Wenqiao Zhang
    ,
    Kairui Fu
    ,
    Qi Tian
    , Shengyu Zhang,
    Jiajie Su
    ,
    Jingyuan Chen
    ,
    Kun Kuang
    ,
    Fei Wu
  29. Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
    EMNLP 2025 ·
    Chuxue Cao
    ,
    Mengze Li
    ,
    Juntao Dai
    ,
    Jinluan Yang
    ,
    Zijian Zhao
    , Shengyu Zhang,
    Weijie Shi
    ,
    Chengzhong Liu
    ,
    Sirui Han
    ,
    Yike Guo
  30. AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
    ICLR 2024 ·
    Zihao Tang
    ,
    Zheqi Lv
    , Shengyu Zhang,
    Yifan Zhou
    ,
    Xinyu Duan
    ,
    Fei Wu
    ,
    Kun Kuang
  31. CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation
    AAAI 2024 ·
    Kexin Li
    ,
    Chengjiang Long
    , Shengyu Zhang,
    Xudong Tang
    ,
    Zhichao Zhai
    ,
    Kun Kuang
    ,
    Jun Xiao
  32. Cross-modal Observation Hypothesis Inference
    ACM MM 2024 ·
    Mengze Li
    ,
    Kairong Han
    ,
    Jiahe Xu
    ,
    Yueying Li
    ,
    Tao Wu
    ,
    Zhou Zhao
    ,
    Jiaxu Miao
    , Shengyu Zhang,
    Jingyuan Chen
  33. DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation
    SIGKDD 2024 ·
    Kairui Fu
    , Shengyu Zhang,
    Zheqi Lv
    ,
    Jingyuan Chen
    ,
    Jiwei Li
  34. GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting
    ACM MM 2024 ·
    Hongyun Yu
    ,
    Zhan Qu
    ,
    Qihang Yu
    ,
    Jianchuan Chen
    ,
    Zhonghua Jiang
    ,
    Zhiwen Chen
    , Shengyu Zhang,
    Jimin Xu
    ,
    Fei Wu
    ,
    Chengfei Lv
    ,
    Gang Yu
  35. Intelligent Model Update Strategy for Sequential Recommendation
    WWW 2024 ·
    Zheqi Lv
    ,
    Wenqiao Zhang
    ,
    Zhengyu Chen
    , Shengyu Zhang,
    Kun Kuang
  36. LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang
    ECCV 2024 ·
    Yuqing Zhang
    ,
    Hangqi Li
    , Shengyu Zhang,
    Runzhong Wang
    ,
    Baoyi He
    ,
    Huaiyong Dou
    ,
    Junchi Yan
    ,
    Yongquan Zhang
    ,
    Fei Wu
  37. MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer
    WWW 2024 ·
    Dong Yao
    ,
    Jieming Zhu
    ,
    Jiahao Xun
    , Shengyu Zhang,
    Zhou Zhao
    ,
    Liqun Deng
    ,
    Wenqiao Zhang
    ,
    Zhenhua Dong
    ,
    Xin Jiang
  38. MPOD123: One Image to 3D Content Generation Using Mask-Enhanced Progressive Outline-to-Detail Optimization
    CVPR 2024 ·
    Jimin Xu
    ,
    Tianbao Wang
    ,
    Tao Jin
    , Shengyu Zhang,
    Dongjie Fu
    ,
    Zhe Wang
    ,
    Jiangjing Lyu
    ,
    Chengfei Lv
    ,
    Chaoyue Niu
    ,
    Zhou Yu
    ,
    Zhou Zhao
    ,
    Fei Wu
  39. PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study
    EMNLP 2024 ·
    Yuqing Zhang
    ,
    Baoyi He
    ,
    Yihan Chen
    ,
    Hangqi Li
    ,
    Han Yue
    , Shengyu Zhang,
    Huaiyong Dou
    ,
    Junchi Yan
    ,
    Zemin Liu
    ,
    Yongquan Zhang
    ,
    Fei Wu
  40. Semantic Codebook Learning for Dynamic Recommendation Models
    ACM MM 2024 ·
    Zheqi Lv
    ,
    Shaoxuan He
    ,
    Tianyu Zhan
    , Shengyu Zhang,
    Wenqiao Zhang
    ,
    Jingyuan Chen
    ,
    Zhou Zhao
    ,
    Fei Wu