| 2026 | AAAI | Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs. | Renhong Huang, Yuxuan Cao, Yi Li, Junwei Hu, Zihua Xiong, Shuai Fang, Sheng Guo, Bo Zheng, Yang Yang |
| 2026 | ACL | Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph. | Lirong Gao, Zewei Yu, Zhongrui Yin, Qi Zhang, Yuke Zhu, Bo Zheng, Haobo Wang, Junbo Zhao, Gang Chen, Sheng Guo |
| 2026 | ACL | Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning. | Qiao Liang, Yuke Zhu, Chao Ge, Lei Yang, Ying Shen, Bo Zheng, Sheng Guo |
| 2026 | ACL | FinMRAGBench: A Realistic and Complex Benchmark for Multi-Modal RAG in Financial Document Analysis. | Shouqing Yang, Qi Zhang, Yuhang Yang, Ruikang Xu, Yuwei Hou, Zhulin Jia, Lirong Gao, Haobo Wang, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Gang Chen |
| 2026 | ACL | MaskTab: Scalable Masked Tabular Pretraining with Scaling Laws and Distillation for Industrial Classification. | Bo Zheng, Yudong Chen, Zihua Xiong, Shuai Fang, Peidong He, Yang Yang, Sheng Guo |
| 2026 | WWW | PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy Optimization. | Renhong Huang, Ning Tang, Jiarong Xu, Yuxuan Cao, Qingqian Tu, Sheng Guo, Bo Zheng, Huiyuan Liu, Yang Yang |
| 2025 | EMNLP | LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization. | Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao |
| 2025 | ICCV | MobileViCLIP: An Efficient Video-Text Model for Mobile Devices. | Min Yang, Zihan Jia, Zhilin Dai, Sheng Guo, Limin Wang |
| 2025 | ICLR | OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs. | Jitai Hao, Yuke Zhu, Tian Wang, Jun Yu, Xin Xin, Bo Zheng, Zhaochun Ren, Sheng Guo |
| 2025 | ICLR | Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information. | Yuke Zhu, Yue Zhang, Dongdong Liu, Chi Xie, Zihua Xiong, Bo Zheng, Sheng Guo |
| 2024 | ICML | Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary. | Shuo Yang, Zhe Cao, Sheng Guo, Ruiheng Zhang, Ping Luo, Shengping Zhang, Liqiang Nie |
| 2024 | IROS | 3D Affordance Keypoint Detection for Robotic Manipulation. | Zhiyang Liu, Ruiteng Zhao, Lei Zhou, Chengran Yuan, Yuwei Wu, Sheng Guo, Zhengshen Zhang, Chenchen Liu, Marcelo H. Ang, Francis E. H. Tay |
| 2024 | IROS | Strain-based Modeling of Rod-driven Soft Continuum Robots with Co-located Embedded Sensors. | Peiyi Wang, Daniel Feli-Talegon, Sheng Guo, Federico Renda, Cecilia Laschi |
| 2023 | AAAI | Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout. | Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu |
| 2023 | AAAI | CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets. | Jiange Yang, Sheng Guo, Gangshan Wu, Limin Wang |
| 2023 | CVPR | Learning 3D-Aware Image Synthesis with Unknown Pose Distribution. | Zifan Shi, Yujun Shen, Yinghao Xu, Sida Peng, Yiyi Liao, Sheng Guo, Qifeng Chen, Dit-Yan Yeung |
| 2023 | CVPR | PDPP: Projected Diffusion for Procedure Planning in Instructional Videos. | Hanlin Wang, Yilu Wu, Sheng Guo, Limin Wang |
| 2023 | ICASSP | MHSCNET: A Multimodal Hierarchical Shot-Aware Convolutional Network for Video Summarization. | Wujiang Xu, Runzhong Wang, Xiaobo Guo, Shaoshuai Li, Qiongxu Ma, Yunan Zhao, Sheng Guo, Zhenfeng Zhu, Junchi Yan |
| 2023 | ICCV | StageInteractor: Query-based Object Detector with Cross-stage Interaction. | Yao Teng, Haisong Liu, Sheng Guo, Limin Wang |
| 2022 | AAAI | InsCLR: Improving Instance Retrieval with Self-Supervision. | Zelu Deng, Yujie Zhong, Sheng Guo, Weilin Huang |
| 2022 | CVPR | Cross-Architecture Self-supervised Video Representation Learning. | Sheng Guo, Zihua Xiong, Yujie Zhong, Limin Wang, Xiaobo Guo, Bing Han, Weilin Huang |
| 2022 | CVPR | AdaMixer: A Fast-Converging Query-Based Object Detector. | Ziteng Gao, Limin Wang, Bing Han, Sheng Guo |
| 2022 | IAS | Real2Sim or Sim2Real: Robotics Visual Insertion Using Deep Reinforcement Learning and Real2Sim Policy Adaptation. | Yiwen Chen, Xue Li, Sheng Guo, Xianyao Ng, Marcelo H. Ang |
| 2022 | NAACL | RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning. | Yaqing Wang, Xin Tian, Haoyi Xiong, Yueyang Li, Zeyu Chen, Sheng Guo, Dejing Dou |
| 2021 | AAAI | Unchain the Search Space with Hierarchical Differentiable Architecture Search. | Guanting Liu, Yujie Zhong, Sheng Guo, Matthew R. Scott, Weilin Huang |
| 2021 | BMVC | A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark. | Zhenxi Zhu, Limin Wang, Sheng Guo, Gangshan Wu |
| 2020 | AAAI | Knowledge Integration Networks for Action Recognition. | Shiwen Zhang, Sheng Guo, Limin Wang, Weilin Huang, Matthew R. Scott |
| 2020 | ACL | Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. | Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu |
| 2020 | CVPR | Wavelet Integrated CNNs for Noise-Robust Image Classification. | Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai |
| 2020 | ECCV | Representation Sharing for Fast Object Detector Search and Beyond. | Yujie Zhong, Zelu Deng, Sheng Guo, Matthew R. Scott, Weilin Huang |
| 2020 | ICLR | V4D: 4D Convolutional Neural Networks for Video-level Representation Learning. | Shiwen Zhang, Sheng Guo, Weilin Huang, Matthew R. Scott, Limin Wang |
| 2019 | ICASSP | Decoupling Category-wise Independence and Relevance with Self-attention for Multi-label Image Classification. | Luchen Liu, Sheng Guo, Weilin Huang, Matthew R. Scott |
| 2019 | ICCV | Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation. | Weifeng Ge, Weilin Huang, Sheng Guo, Matthew R. Scott |
| 2018 | ECCV | CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images. | Sheng Guo, Weilin Huang, Haozhi Zhang, Chenfan Zhuang, Dengke Dong, Matthew R. Scott, Dinglong Huang |
| 2017 | IGARSS | Indoor pedestrian trajectory tracking based on activity recognition. | Sheng Guo, Hanjiang Xiong, Xianwei Zheng, Yan Zhou |
| 2016 | ICTAI | Open Domain Atomic Event Extraction via Double Propagation for Chinese Text. | Rui Sun, Sheng Guo, Dong-Hong Ji |
| 2015 | IPCCC | Towards Controller Placement for robust Software-Defined Networks. | Sheng Guo, Shu Yang, Qi Li, Yong Jiang |
| 2014 | KDD | Modeling mass protest adoption in social network communities using geometric brownian motion. | Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward R. Dougherty, Sheng Guo, Feng Chen, B. Aditya Prakash, Naren Ramakrishnan |
| 2010 | COLING | Finding the Storyteller: Automatic Spoiler Tagging using Linguistic Cues. | Sheng Guo, Naren Ramakrishnan |
| 2009 | CIKM | Mining linguistic cues for query expansion: applications to drug interaction search. | Sheng Guo, Naren Ramakrishnan |
| 2006 | VLDB | Crimson: A Data Management System to Support Evaluating Phylogenetic Tree Reconstruction Algorithms. | Yifeng Zheng, Stephen Fisher, Shirley Cohen, Sheng Guo, Junhyong Kim, Susan B. Davidson |