PPaperPicks

Yang Yang

University of Electronic Science and Technology of China, Center for Future Media, Chengdu, China

66 papers at tracked venues · 57 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5070-4511 ↗Homepage ↗

Venues

AAAI ×14ACM MM ×11NeurIPS ×8SIGIR ×5ICLR ×4ICCV ×3ICML ×3WWW ×3ACL ×2CIKM ×2CVPR ×2ECCV ×2IJCAI ×2EMNLP ×1IROS ×1MICCAI ×1SIGKDD ×1UIST ×1

Frequent coauthors

Heng Tao Shen
×21
Guoqing Wang
×18
Malu Zhang
×16
Jie Zou
×14
Peng Wang
×13
Wenjie Wei
×11
Jiwei Wei
×10
Yi Bin
×8
Ammar Belatreche
×8
Shuai Wang
×8
Honglin Cao
×8
Chaoning Zhang
×7

Papers

  1. Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
    ACL 2026 ·
    Xudong Wang
    ,
    Chaoning Zhang
    ,
    Chenghao Li
    ,
    Shuxu Chen
    ,
    Qigan Sun
    ,
    Jiaquan Zhang
    ,
    Fachrina Dewi Puspitasari
    ,
    Tae-Ho Kim
    ,
    Jiwei Wei
    ,
    Malu Zhang
    ,
    Guoqing Wang
    , Yang Yang,
    Heng Tao Shen
  2. Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation
    SIGIR 2026 ·
    Guojia An
    ,
    Jie Zou
    ,
    Yuhan Yang
    ,
    Shuai Qin
    ,
    Weikang Guo
    ,
    Jinyu Guo
    , Yang Yang
  3. CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation
    SIGIR 2026 ·
    Yibiao Wei
    ,
    Jie Zou
    ,
    Pengfei Zhang
    ,
    Xiao Ao
    ,
    Weikang Guo
    ,
    Zeyu Ma
    , Yang Yang
  4. DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance
    AAAI 2026 ·
    Chengwei Sun
    ,
    Jiwei Wei
    ,
    Shiyuan He
    ,
    Zeyu Ma
    ,
    Yuyang Zhou
    ,
    Ran Ran
    ,
    Jie Zou
    , Yang Yang
  5. From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation
    AAAI 2026 ·
    Yeming Li
    ,
    Chenxi Liu
    ,
    Jie Zou
    ,
    Cheng Long
    ,
    Chaoning Zhang
    ,
    Peng Wang
    , Yang Yang
  6. Lightweight LLM Agent Memory with Small Language Models
    ACL 2026 ·
    Jiaquan Zhang
    ,
    Chaoning Zhang
    ,
    Shuxu Chen
    ,
    Zhenzhen Huang
    ,
    Pengcheng Zheng
    ,
    Zhicheng Wang
    ,
    Ping Guo
    ,
    Fan Mo
    ,
    Sung-Ho Bae
    ,
    Jie Zou
    ,
    Jiwei Wei
    , Yang Yang
  7. Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation
    WWW 2026 ·
    Pengfei Zhang
    ,
    Guojia An
    ,
    Jin Huang
    ,
    Yuhan Yang
    , Yang Yang,
    Jie Zou
  8. ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation
    WWW 2026 ·
    Kaibei Li
    ,
    Jie Zou
    ,
    Qika Lin
    ,
    Weikang Guo
    ,
    Qinyang He
    , Yang Yang
  9. Seeing Beyond Illusion: Generalized and Efficient Mirror Detection
    AAAI 2026 ·
    Mingfeng Zha
    ,
    Guoqing Wang
    ,
    Tianyu Li
    ,
    Wei Dong
    ,
    Peng Wang
    , Yang Yang
  10. ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting
    WWW 2026 ·
    Haoxuan Li
    ,
    He Chang
    ,
    Yunshan Ma
    ,
    Yi Bin
    , Yang Yang,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  11. Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation
    SIGKDD 2026 ·
    Yuhan Yang
    ,
    Jie Zou
    ,
    Guojia An
    ,
    Jiwei Wei
    , Yang Yang,
    Heng Tao Shen
  12. Views Attention Fusion of Granular-ball Fuzzy Representations Split for Improved Multi-view Clustering
    AAAI 2026 ·
    Shuaiyu Liu
    ,
    Song Wu
    ,
    Jie Xu
    ,
    Yazhou Ren
    , Yang Yang,
    Xiaorong Pu
    ,
    Guoyin Wang
  13. A Soft Active Surface Gripper for Safe In Hand Manipulation of Fragile Objects
    IROS 2025 ·
    Sheng Xiang
    ,
    Jiahao Li
    ,
    Yinqi Zhang
    ,
    Zhong Wei
    ,
    Jia Liu
    , Yang Yang
  14. An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective
    ICML 2025 ·
    Xinyue Chen
    ,
    Jinfeng Peng
    ,
    Yuhao Li
    ,
    Xiaorong Pu
    , Yang Yang,
    Yazhou Ren
  15. AttentionAR: AR Adaptation and Warning for Real-World Safety via Attention Modeling and MLLM Reasoning
    UIST 2025 ·
    Yunqiang Pei
    ,
    Renming Huang
    ,
    Mingfeng Zha
    ,
    Guoqing Wang
    ,
    Peng Wang
    ,
    Qiao Kang
    , Yang Yang,
    Heng Tao Shen
  16. BSO: Binary Spiking Online Optimization Algorithm
    ICML 2025 ·
    Yu Liang
    ,
    Yu Yang
    ,
    Wenjie Wei
    ,
    Ammar Belatreche
    ,
    Shuai Wang
    ,
    Malu Zhang
    , Yang Yang
  17. Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation
    SIGIR 2025 ·
    Guojia An
    ,
    Jie Zou
    ,
    Jiwei Wei
    ,
    Chaoning Zhang
    ,
    Fuming Sun
    , Yang Yang
  18. Binary Event-Driven Spiking Transformer
    IJCAI 2025 ·
    Honglin Cao
    ,
    Zijian Zhou
    ,
    Wenjie Wei
    ,
    Yu Liang
    ,
    Ammar Belatreche
    ,
    Dehao Zhang
    ,
    Malu Zhang
    , Yang Yang,
    Haizhou Li
  19. Bipolar Self-attention for Spiking Transformers
    NeurIPS 2025 ·
    Shuai Wang
    ,
    Malu Zhang
    ,
    Jingya Wang
    ,
    Dehao Zhang
    ,
    Yimeng Shan
    ,
    Jieyuan Zhang
    ,
    Yichen Xiao
    ,
    Honglin Cao
    ,
    Haonan Zhang
    ,
    Zeyu Ma
    , Yang Yang,
    Haizhou Li
  20. Brain Activation Mapping Based on Regional Synchronization of fMRI Signals Embedded in Graph Eigenmodes
    MICCAI 2025 ·
    Zhenyu Tang
    ,
    Yu Zhao
    , Yang Yang,
    Xiaoyu Liu
    ,
    Jingyong Su
  21. CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer
    AAAI 2025 ·
    Ran Ran
    ,
    Jiwei Wei
    ,
    Xiangyi Cai
    ,
    Xiang Guan
    ,
    Jie Zou
    , Yang Yang,
    Heng Tao Shen
  22. Chain-of-Focus Prompting: Leveraging Sequential Visual Cues to Prompt Large Autoregressive Vision Models
    ICLR 2025 ·
    Jiyang Zheng
    ,
    Jialiang Shen
    ,
    Yu Yao
    ,
    Min Wang
    , Yang Yang,
    Dadong Wang
    ,
    Tongliang Liu
  23. Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling
    NeurIPS 2025 ·
    Dehao Zhang
    ,
    Malu Zhang
    ,
    Shuai Wang
    ,
    Jingya Wang
    ,
    Wenjie Wei
    ,
    Zeyu Ma
    ,
    Guoqing Wang
    , Yang Yang,
    Haizhou Li
  24. Efficient Adaptation of Pre-Trained Vision Transformer Underpinned by Approximately Orthogonal Fine-Tuning Strategy
    ICCV 2025 ·
    Yiting Yang
    ,
    Hao Luo
    ,
    Yuan Sun
    ,
    Qingsen Yan
    ,
    Haokui Zhang
    ,
    Wei Dong
    ,
    Guoqing Wang
    ,
    Peng Wang
    , Yang Yang,
    Hengtao Shen
  25. Implicit Counterfactual Learning for Audio-Visual Segmentation
    ICCV 2025 ·
    Mingfeng Zha
    ,
    Tianyu Li
    ,
    Guoyin Wang
    ,
    Peng Wang
    ,
    Yangyang Wu
    , Yang Yang,
    Heng Tao Shen
  26. InteractGuide: LLM-Enhanced Multimodal Reasoning for User-Centric Interaction Recommendations in AR-HRI Authoring
    ACM MM 2025 ·
    Yunqiang Pei
    ,
    Hongrong Yang
    ,
    Kaiyue Zhang
    ,
    Guoqing Wang
    ,
    Peng Wang
    ,
    Chaoning Zhang
    , Yang Yang,
    Heng Tao Shen
  27. International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025)
    CIKM 2025 ·
    Yi Bin
    ,
    Haoxuan Li
    ,
    Haokai Ma
    ,
    Yang Zhang
    ,
    Wenjie Wang
    ,
    Yunshan Ma
    , Yang Yang,
    Tat-Seng Chua
  28. KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding
    ICCV 2025 ·
    Ran Ran
    ,
    Jiwei Wei
    ,
    Shiyuan He
    ,
    Zeyu Ma
    ,
    Chaoning Zhang
    ,
    Ning Xie
    , Yang Yang
  29. Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing
    AAAI 2025 ·
    Dingyi Zeng
    ,
    Yuchen Wang
    ,
    Honglin Cao
    ,
    Wanlong Liu
    ,
    Yichen Xiao
    ,
    Chengzhuo Lu
    ,
    Wenyu Chen
    ,
    Malu Zhang
    ,
    Guoqing Wang
    , Yang Yang
  30. Local Conditional Controlling for Text-to-Image Diffusion Models
    AAAI 2025 ·
    Yibo Zhao
    ,
    Liang Peng
    , Yang Yang,
    Zekai Luo
    ,
    Hengjia Li
    ,
    Yao Chen
    ,
    Zheng Yang
    ,
    Xiaofei He
    ,
    Wei Zhao
    ,
    Qinglin Lu
    ,
    Wei Liu
    ,
    Boxi Wu
  31. MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems
    SIGIR 2025 ·
    Yibiao Wei
    ,
    Jie Zou
    ,
    Weikang Guo
    ,
    Guoqing Wang
    ,
    Xing Xu
    , Yang Yang
  32. Multi-View Graph Clustering via Node-Guided Contrastive Encoding
    ICML 2025 ·
    Yazhou Ren
    ,
    Junlong Ke
    ,
    Zichen Wen
    ,
    Tianyi Wu
    , Yang Yang,
    Xiaorong Pu
    ,
    Lifang He
  33. PSCon: Product Search Through Conversations
    SIGIR 2025 ·
    Jie Zou
    ,
    Mohammad Aliannejadi
    ,
    Evangelos Kanoulas
    ,
    Shuxi Han
    ,
    Heli Ma
    ,
    Zheng Wang
    , Yang Yang,
    Heng Tao Shen
  34. QP-SNN: Quantized and Pruned Spiking Neural Networks
    ICLR 2025 ·
    Wenjie Wei
    ,
    Malu Zhang
    ,
    Zijian Zhou
    ,
    Ammar Belatreche
    ,
    Yimeng Shan
    ,
    Yu Liang
    ,
    Honglin Cao
    ,
    Jieyuan Zhang
    , Yang Yang
  35. Quantized Spike-driven Transformer
    ICLR 2025 ·
    Xuerui Qiu
    ,
    Malu Zhang
    ,
    Jieyuan Zhang
    ,
    Wenjie Wei
    ,
    Honglin Cao
    ,
    Junsheng Guo
    ,
    Rui-Jie Zhu
    ,
    Yimeng Shan
    , Yang Yang,
    Haizhou Li
  36. S2NN: Sub-bit Spiking Neural Networks
    NeurIPS 2025 ·
    Wenjie Wei
    ,
    Malu Zhang
    ,
    Jieyuan Zhang
    ,
    Ammar Belatreche
    ,
    Shuai Wang
    ,
    Yimeng Shan
    ,
    Hanwen Liu
    ,
    Honglin Cao
    ,
    Guoqing Wang
    , Yang Yang,
    Haizhou Li
  37. Spiking Vision Transformer with Saccadic Attention
    ICLR 2025 ·
    Shuai Wang
    ,
    Malu Zhang
    ,
    Dehao Zhang
    ,
    Ammar Belatreche
    ,
    Yichen Xiao
    ,
    Yu Liang
    ,
    Yimeng Shan
    ,
    Qian Sun
    ,
    Enqi Zhang
    , Yang Yang
  38. SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features
    IJCAI 2025 ·
    Ke Liu
    ,
    Jiwei Wei
    ,
    Shiyuan He
    ,
    Zeyu Ma
    ,
    Chaoning Zhang
    ,
    Ning Xie
    , Yang Yang
  39. Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models
    NeurIPS 2025 ·
    Jun Ling
    ,
    Yao Qi
    ,
    Tao Huang
    ,
    Shibo Zhou
    ,
    Yanqin Huang
    ,
    Jiang Yang
    ,
    Ziqi Song
    ,
    Ying Zhou
    , Yang Yang,
    Hengtao Shen
    ,
    Peng Wang
  40. Temporal-coded Spiking Transformer
    ACM MM 2025 ·
    Qian Sun
    ,
    Chengzhuo Lu
    ,
    Wenyu Chen
    ,
    Wenjie Wei
    ,
    Jingya Wang
    ,
    Jieyuan Zhang
    ,
    Xiaoli Liu
    ,
    Yalan Ye
    , Yang Yang,
    Malu Zhang
  41. Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
    AAAI 2025 ·
    Yu Liang
    ,
    Wenjie Wei
    ,
    Ammar Belatreche
    ,
    Honglin Cao
    ,
    Zijian Zhou
    ,
    Shuai Wang
    ,
    Malu Zhang
    , Yang Yang
  42. Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
    NeurIPS 2025 ·
    Jieyuan Zhang
    ,
    Xiaolong Zhou
    ,
    Shuai Wang
    ,
    Wenjie Wei
    ,
    Hanwen Liu
    ,
    Qian Sun
    ,
    Malu Zhang
    , Yang Yang,
    Haizhou Li
  43. Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval
    AAAI 2024 ·
    Shenshen Li
    ,
    Chen He
    ,
    Xing Xu
    ,
    Fumin Shen
    , Yang Yang,
    Heng Tao Shen
  44. Ask or Recommend: An Empirical Study on Conversational Product Search
    CIKM 2024 ·
    Heli Ma
    ,
    Jie Zou
    ,
    Mohammad Aliannejadi
    ,
    Evangelos Kanoulas
    ,
    Yi Bin
    , Yang Yang
  45. Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
    NeurIPS 2024 ·
    Xinyue Chen
    ,
    Yazhou Ren
    ,
    Jie Xu
    ,
    Fangfei Lin
    ,
    Xiaorong Pu
    , Yang Yang
  46. CDPNet: Cross-Modal Dual Phases Network for Point Cloud Completion
    AAAI 2024 ·
    Zhenjiang Du
    ,
    Jiale Dou
    ,
    Zhitao Liu
    ,
    Jiwei Wei
    ,
    Guan Wang
    ,
    Ning Xie
    , Yang Yang
  47. Cascaded Adversarial Attack: Simultaneously Fooling Rain Removal and Semantic Segmentation Networks
    ACM MM 2024 ·
    Zhiwen Wang
    ,
    Yuhui Wu
    ,
    Zheng Wang
    ,
    Jiwei Wei
    ,
    Tianyu Li
    ,
    Guoqing Wang
    , Yang Yang,
    Hengtao Shen
  48. Diffusion Models as Optimizers for Efficient Planning in Offline RL
    ECCV 2024 ·
    Renming Huang
    ,
    Yunqiang Pei
    ,
    Guoqing Wang
    ,
    Yangming Zhang
    , Yang Yang,
    Peng Wang
    ,
    Hengtao Shen
  49. Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
    NeurIPS 2024 ·
    Wei Dong
    ,
    Yuan Sun
    ,
    Yiting Yang
    ,
    Xing Zhang
    ,
    Zhijun Lin
    ,
    Qingsen Yan
    ,
    Haokui Zhang
    ,
    Peng Wang
    , Yang Yang,
    Hengtao Shen
  50. Emotion Recognition in HMDs: A Multi-task Approach Using Physiological Signals and Occluded Faces
    ACM MM 2024 ·
    Yunqiang Pei
    ,
    Jialei Tang
    ,
    Qihang Tang
    ,
    Mingfeng Zha
    ,
    Dongyu Xie
    ,
    Guoqing Wang
    ,
    Zhitao Liu
    ,
    Ning Xie
    ,
    Peng Wang
    , Yang Yang,
    Hengtao Shen
  51. Ensemble Diversity Facilitates Adversarial Transferability
    CVPR 2024 ·
    Bowen Tang
    ,
    Zheng Wang
    ,
    Yi Bin
    ,
    Qi Dou
    , Yang Yang,
    Heng Tao Shen
  52. GalleryGPT: Analyzing Paintings with Large Multimodal Models
    ACM MM 2024 ·
    Yi Bin
    ,
    Wenhao Shi
    ,
    Yujuan Ding
    ,
    Zhiqiang Hu
    ,
    Zheng Wang
    , Yang Yang,
    See-Kiong Ng
    ,
    Heng Tao Shen
  53. Generalizing ISP Model by Unsupervised Raw-to-raw Mapping
    ACM MM 2024 ·
    Dongyu Xie
    ,
    Chaofan Qiao
    ,
    Lanyue Liang
    ,
    Zhiwen Wang
    ,
    Tianyu Li
    ,
    Qiao Liu
    ,
    Chongyi Li
    ,
    Guoqing Wang
    , Yang Yang
  54. Improving Interaction Comfort in Authoring Task in AR-HRI through Dynamic Dual-Layer Interaction Adjustment
    ACM MM 2024 ·
    Yunqiang Pei
    ,
    Kaiyue Zhang
    ,
    Hongrong Yang
    ,
    Yong Tao
    ,
    Qihang Tang
    ,
    Jialei Tang
    ,
    Guoqing Wang
    ,
    Zhitao Liu
    ,
    Ning Xie
    ,
    Peng Wang
    , Yang Yang,
    Hengtao Shen
  55. Independency Adversarial Learning for Cross-Modal Sound Separation
    AAAI 2024 ·
    Zhenkai Lin
    ,
    Yanli Ji
    , Yang Yang
  56. JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement
    ACM MM 2024 ·
    Yuhui Wu
    ,
    Guoqing Wang
    ,
    Zhiwen Wang
    , Yang Yang,
    Tianyu Li
    ,
    Malu Zhang
    ,
    Chongyi Li
    ,
    Heng Tao Shen
  57. Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning
    ACM MM 2024 ·
    Yi Bin
    ,
    Junrong Liao
    ,
    Yujuan Ding
    ,
    Haoxuan Li
    , Yang Yang,
    See-Kiong Ng
    ,
    Heng Tao Shen
  58. Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach
    CVPR 2024 ·
    Wei Dong
    ,
    Xing Zhang
    ,
    Bihui Chen
    ,
    Dawei Yan
    ,
    Zhijun Lin
    ,
    Qingsen Yan
    ,
    Peng Wang
    , Yang Yang
  59. MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
    ACM MM 2024 ·
    Haoxuan Li
    ,
    Zhengmao Yang
    ,
    Yunshan Ma
    ,
    Yi Bin
    , Yang Yang,
    Tat-Seng Chua
  60. Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
    EMNLP 2024 ·
    Wenhao Shi
    ,
    Zhiqiang Hu
    ,
    Yi Bin
    ,
    Junhua Liu
    , Yang Yang,
    See-Kiong Ng
    ,
    Lidong Bing
    ,
    Roy Ka-Wei Lee
  61. Q-SNNs: Quantized Spiking Neural Networks
    ACM MM 2024 ·
    Wenjie Wei
    ,
    Yu Liang
    ,
    Ammar Belatreche
    ,
    Yichen Xiao
    ,
    Honglin Cao
    ,
    Zhenbang Ren
    ,
    Guoqing Wang
    ,
    Malu Zhang
    , Yang Yang
  62. Region-Aware Distribution Contrast: A Novel Approach to Multi-task Partially Supervised Learning
    ECCV 2024 ·
    Meixuan Li
    ,
    Tianyu Li
    ,
    Guoqing Wang
    ,
    Peng Wang
    , Yang Yang,
    Jie Zou
  63. ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding
    AAAI 2024 ·
    Ziyang Lu
    ,
    Yunqiang Pei
    ,
    Guoqing Wang
    ,
    Peiwei Li
    , Yang Yang,
    Yinjie Lei
    ,
    Heng Tao Shen
  64. Spike-based Neuromorphic Model for Sound Source Localization
    NeurIPS 2024 ·
    Dehao Zhang
    ,
    Shuai Wang
    ,
    Ammar Belatreche
    ,
    Wenjie Wei
    ,
    Yichen Xiao
    ,
    Haorui Zheng
    ,
    Zijian Zhou
    ,
    Malu Zhang
    , Yang Yang
  65. Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization
    AAAI 2024 ·
    Daizong Liu
    ,
    Xiang Fang
    ,
    Xiaoye Qu
    ,
    Jianfeng Dong
    ,
    He Yan
    , Yang Yang,
    Pan Zhou
    ,
    Yu Cheng
  66. Weakly-Supervised Mirror Detection via Scribble Annotations
    AAAI 2024 ·
    Mingfeng Zha
    ,
    Yunqiang Pei
    ,
    Guoqing Wang
    ,
    Tianyu Li
    , Yang Yang,
    Wenbin Qian
    ,
    Heng Tao Shen