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← Authors

Sheng Guo

26 papers · 2010–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (15) πŸ—ΊοΈ Taxonomy Completionist (54)
🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (15) πŸš€ Conference Pioneer πŸ’Ž Century Club (23) πŸ—ƒοΈ Keyword Collector (98) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (8)

Conferences

AAAI (6) CVPR (5) ACL (3) ICCV (3) ICLR (3) ECCV (2) COLING (1) EMNLP (1) ICML (1) NAACL (1)

Top co-authors

Limin Wang (8) Weilin Huang (8) Bo Zheng (6) Matthew R. Scott (5) Yujie Zhong (4) Yuke Zhu (4) Zihua Xiong (3) Lirong Gao (2) Zelu Deng (2) Junbo Zhao (2)

Keywords

contrastive learning (4) object detection (3) self-supervised learning (3) large language model (3) attention mechanism (2) neural network (2) video understanding (2) curriculum learning (2) query-based detection (2) action recognition (2) representation learning (2) adaptive sampling (2) style transfer (1) label propagation (1) reinforcement learning (1) policy optimization (1) network architecture (1) unsupervised learning (1) weakly supervised learning (1) few-shot learning (1)

Papers

Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026 Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ACL 2026 MobileViCLIP: An Efficient Video-Text Model for Mobile Devices ICCV 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs ICLR 2025 Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025 Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024 Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout AAAI 2023 PDPP:Projected Diffusion for Procedure Planning in Instructional Videos CVPR 2023 Learning 3D-Aware Image Synthesis With Unknown Pose Distribution CVPR 2023 CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023 StageInteractor: Query-based Object Detector with Cross-stage Interaction ICCV 2023 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022 AdaMixer: A Fast-Converging Query-Based Object Detector CVPR 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022 Unchain the Search Space with Hierarchical Differentiable Architecture Search AAAI 2021 Representation Sharing for Fast Object Detector Search and Beyond ECCV 2020 Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020 Wavelet Integrated CNNs for Noise-Robust Image Classification CVPR 2020 Knowledge Integration Networks for Action Recognition AAAI 2020 V4D: 4D Convolutional Neural Networks for Video-level Representation Learning ICLR 2020 Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation ICCV 2019 CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images ECCV 2018 Finding the Storyteller: Automatic Spoiler Tagging using Linguistic Cues COLING 2010