Shengyu Zhang

Orcid: 0000-0002-0030-8289

Affiliations:
  • Zhejiang University, Department of Computer Science, China


According to our database1, Shengyu Zhang authored at least 80 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Transferring Causal Mechanism over Meta-representations for Target-Unknown Cross-domain Recommendation.
ACM Trans. Inf. Syst., July, 2024

SLED: Structure Learning based Denoising for Recommendation.
ACM Trans. Inf. Syst., March, 2024

Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems.
IEEE Trans. Knowl. Data Eng., February, 2024

Unconstrained Model Merging for Enhanced LLM Reasoning.
CoRR, 2024

AutoGeo: Automating Geometric Image Dataset Creation for Enhanced Geometry Understanding.
CoRR, 2024

NieR: Normal-Based Lighting Scene Rendering.
CoRR, 2024

MOSS: Motion-based 3D Clothed Human Synthesis from Monocular Video.
CoRR, 2024

RemoCap: Disentangled Representation Learning for Motion Capture.
CoRR, 2024

NOVA-3D: Non-overlapped Views for 3D Anime Character Reconstruction.
CoRR, 2024

Gaussian Control with Hierarchical Semantic Graphs in 3D Human Recovery.
CoRR, 2024

MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities.
CoRR, 2024

ModelGPT: Unleashing LLM's Capabilities for Tailored Model Generation.
CoRR, 2024

MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Intelligent Model Update Strategy for Sequential Recommendation.
Proceedings of the ACM on Web Conference 2024, 2024

GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Semantic Codebook Learning for Dynamic Recommendation Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Cross-modal Observation Hypothesis Inference.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Domaindiff: Boost out-of-Distribution Generalization with Synthetic Data.
Proceedings of the IEEE International Conference on Acoustics, 2024

PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang.
Proceedings of the Computer Vision - ECCV 2024, 2024

MPOD123: One Image to 3D Content Generation Using Mask-Enhanced Progressive Outline-to-Detail Optimization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Personalized Latent Structure Learning for Recommendation.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI.
IEEE Trans. Knowl. Data Eng., July, 2023

Music-PAW: Learning Music Representations via Hierarchical Part-whole Interaction and Contrast.
CoRR, 2023

Sim-GPT: Text Similarity via GPT Annotated Data.
CoRR, 2023

Sentiment Analysis through LLM Negotiations.
CoRR, 2023

Instruction Tuning for Large Language Models: A Survey.
CoRR, 2023

Denoising Multi-modal Sequential Recommenders with Contrastive Learning.
CoRR, 2023

IDEAL: Toward High-efficiency Device-Cloud Collaborative and Dynamic Recommendation System.
CoRR, 2023

DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization.
Proceedings of the ACM Web Conference 2023, 2023

DisCover: Disentangled Music Representation Learning for Cover Song Identification.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Reconnecting the Broken Civilization: Patchwork Integration of Fragments from Ancient Manuscripts.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Unsupervised Domain Adaptation for Video Object Grounding with Cascaded Debiasing Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Stable Prediction on Graphs with Agnostic Distribution Shifts.
Proceedings of the KDD'23 Workshop on Causal Discovery, 2023

ART: rule bAsed futuRe-inference deducTion.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

WINNER: Weakly-supervised hIerarchical decompositioN and aligNment for spatio-tEmporal video gRounding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Parameters Efficient Fine-Tuning for Long-Tailed Sequential Recommendation.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

Multi-trends Enhanced Dynamic Micro-video Recommendation.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

End-to-End Optimization of Quantization-Based Structure Learning and Interventional Next-Item Recommendation.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multi-modal Action Chain Abductive Reasoning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Video-Audio Domain Generalization via Confounder Disentanglement.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling.
CoRR, 2022

CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation.
CoRR, 2022

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval.
CoRR, 2022

A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation.
CoRR, 2022

Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Contrastive Learning with Positive-Negative Frame Mask for Music Representation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Uncovering Causal Effects of Online Short Videos on Consumer Behaviors.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Weakly-supervised Disentanglement Network for Video Fingerspelling Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Intelligent Request Strategy Design in Recommender System.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MIC: Model-agnostic Integrated Cross-channel Recommender.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey.
CoRR, 2021

Multi-trends Enhanced Dynamic Micro-video Recommendation.
CoRR, 2021

Stable Prediction on Graphs with Agnostic Distribution Shift.
CoRR, 2021

Modeling High-order Interactions across Multi-interests for Micro-video Reommendation.
CoRR, 2021

Future-Aware Diverse Trends Framework for Recommendation.
Proceedings of the WWW '21: The Web Conference 2021, 2021

CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

MGD-GAN: Text-to-Pedestrian Generation Through Multi-grained Discrimination.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Why Do We Click: Visual Impression-aware News Recommendation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

DeVLBert: Out-of-Distribution Visio-Linguistic Pretraining With Causality.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Grounded, Controllable and Debiased Image Completion With Lexical Semantics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination.
CoRR, 2020

Grounded and Controllable Image Completion by Incorporating Lexical Semantics.
CoRR, 2020

Poet: Product-oriented Video Captioner for E-commerce.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DeVLBert: Learning Deconfounded Visio-Linguistic Representations.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Comprehensive Information Integration Modeling Framework for Video Titling.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2018
Temporality-enhanced knowledgememory network for factoid question answering.
Frontiers Inf. Technol. Electron. Eng., 2018

Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Multi-Label Community-Based Question Classification via Personalized Sequence Memory Network Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018


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