| 2026 | AAAI | PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths. | Boyu Chen, Zirui Guo, Zidan Yang, Yuluo Chen, Junze Chen, Zhenghao Liu, Chuan Shi, Cheng Yang |
| 2026 | AAAI | LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules. | Cheng Yang, Hui Jin, Xinlei Yu, Zhipeng Wang, Yaoqun Liu, Fenglei Fan, Dajiang Lei, Gangyong Jia, Changmiao Wang, Ruiquan Ge |
| 2026 | ACL | Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts. | Riyang Bao, Cheng Yang, Dazhou Yu, Zhexiang Tang, Gengchen Mai, Liang Zhao |
| 2026 | ACL | CMIG: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation. | Qingbao Huang, Cheng Yang, Jiawei Yao, Zhiyue Liu, Yi Cai, Xingmao Zhang |
| 2026 | ACL | RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion. | Yu Huo, Kun Zeng, Siyu Zhang, Yuquan Lu, Cheng Yang, Yifu Guo, Xiaoying Tang |
| 2026 | ACL | MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing. | Yang Liu, Jinxuan Cai, Yishen Li, Qi Meng, Zedi Liu, Xin Li, Chen Qian, Chuan Shi, Cheng Yang |
| 2026 | ACL | Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection. | Zhuoyang Wu, Xinze Li, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Minghe Yu, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun |
| 2026 | ACL | From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning. | Beining Wu, Fuyou Mao, Jiong Lin, Cheng Yang, Jiaxuan Lu, Yifu Guo, Siyu Zhang, Yifan Wu, Ying Huang, Fu Li |
| 2026 | ACL | MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization. | Haidong Xin, Xinze Li, Zhenghao Liu, Yukun Yan, Shuo Wang, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun |
| 2026 | ACL | Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement. | Cheng Yang, Xuemeng Yang, Licheng Wen, Daocheng Fu, Jianbiao Mei, Rong Wu, Pinlong Cai, Yufan Shen, Nianchen Deng, Xu Jia, Botian Shi, Yu Qiao, Haifeng Li |
| 2026 | ACL | ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web. | Zhiyuan Yao, Zishan Xu, Yifu Guo, Zhiguang Han, Cheng Yang, Shuo Zhang, Weinan Zhang, Xingshan Zeng, Weiwen Liu |
| 2026 | CHI | Divergence or Convergence? A Deep Insight into the Crowd Collaboration and its Productivity in Open Source Software based on Entropy. | Yang Shen, Tao Wang, Xunhui Zhang, Yang Zhang, Cheng Yang, Bo Ding, Huaimin Wang |
| 2026 | DASFAA | Large Language Model-Enhanced Dense Retrieval for Food-Related Search on Meituan. | Yuluo Chen, Haorui Li, Tai Guo, Junda She, Siyu Lu, Qiang Liu, Jun Lei, Xingxing Wang, Cheng Yang |
| 2026 | WSDM | When Modalities Go Missing: Early Fusion for Multimodal Recommendation. | Lu Chen, Peng Yi, Xiaoyue Hou, Cheng Yang, Xiongcai Cai |
| 2025 | AAAI | SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning. | Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun |
| 2025 | AAAI | Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer. | Jinyu Yang, Ruijia Wang, Cheng Yang, Bo Yan, Qimin Zhou, Yang Juan, Chuan Shi |
| 2025 | AAAI | Federated Graph Condensation with Information Bottleneck Principles. | Bo Yan, Sihao He, Cheng Yang, Shang Liu, Yang Cao, Chuan Shi |
| 2025 | AAAI | Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction. | Xinlong Zhai, Chunchen Wang, Ruijia Wang, Jiazheng Kang, Shujie Li, Boyu Chen, Tengfei Ma, Zikai Zhou, Cheng Yang, Chuan Shi |
| 2025 | AAAI | Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models. | Yuanzhao Zhai, Tingkai Yang, Kele Xu, Dawei Feng, Cheng Yang, Bo Ding, Huaimin Wang |
| 2025 | ACL | Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System. | Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition. | Puli Chen, Cheng Yang, Xingmao Zhang, Qingbao Huang |
| 2025 | ACL | GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents. | Lingxiao Diao, Xinyue Xu, Wanxuan Sun, Cheng Yang, Zhuosheng Zhang |
| 2025 | ACL | Multi-Agent Collaboration via Cross-Team Orchestration. | Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, Yifei Wang, Rennai Qiu, Yufan Dang, Weize Chen, Cheng Yang, Ye Tian, Xuantang Xiong, Lei Han |
| 2025 | ACL | Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. | Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu |
| 2025 | CGI | StyleRegLoRA: An Improved Framework for SDXL LoRA Fine-Tuning Towards Art Category Generation. | Yi Cai, Cheng Yang |
| 2025 | CHI | AIFiligree: A Generative AI Framework for Designing Exquisite Filigree Artworks. | Ye Tao, Xiaohui Fu, Jiaying Wu, Ze Bian, Aiyu Zhu, Qi Bao, Weiyue Zheng, Yubo Wang, Bin Zhu, Cheng Yang, Chuyi Zhou |
| 2025 | CIKM | Data-centric Prompt Tuning for Dynamic Graphs. | Yufei Peng, Cheng Yang, Zhengjie Fan, Chuan Shi |
| 2025 | CIKM | Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network. | Chunchen Wang, Cheng Yang, Wenchuan Yang, Le Song, Chuan Shi |
| 2025 | COLING | Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion. | Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng |
| 2025 | CVPR | TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model. | Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Chendi Li, Jinghua Yan, Yu Bai, Ponnuswamy Sadayappan, Xia Hu, Bo Yuan |
| 2025 | EMNLP | RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution. | Jiahui Li, Lin Li, Tai-Wei Chang, Kun Kuang, Long Chen, Jun Zhou, Cheng Yang |
| 2025 | ICASSP | Enhancing Network Calibration for Low-Cost Gas Sensor Networks Through Adaptive Similarity Search. | Cheng Yang, Saikat Chatterjee, Tobias J. Oechtering |
| 2025 | ICCV | Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis. | Letian Zhang, Quan Cui, Bingchen Zhao, Cheng Yang |
| 2025 | ICLR | ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. | Cheng Yang, Chufan Shi, Yaxin Liu, Bo Shui, Junjie Wang, Mohan Jing, Linran Xu, Xinyu Zhu, Siheng Li, Yuxiang Zhang, Gongye Liu, Xiaomei Nie, Deng Cai, Yujiu Yang |
| 2025 | ICLR | Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence. | Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun |
| 2025 | ICLR | Scaling Large Language Model-based Multi-Agent Collaboration. | Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Kunlun Zhu, Hanchen Xia, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun |
| 2025 | IJCAI | Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning. | Weihang Chen, Cheng Yang, Jie Ren, Zhiqiang Li, Zheng Wang |
| 2025 | INFOCOM | Towards Lightweight Traffic Forecasting in RDMA Networks: Design and Application. | Cheng Yang, Xiaoning Zhang, Bodong Yan, Sun Xu, Bingyi Liu, Jianchun Liu |
| 2025 | Interspeech | Multi-view Fusion and Parameter Perturbation for Few-Shot Class-Incremental Audio Classification. | Yulu Fang, Mingyue He, Qisheng Xu, Jianqiao Zhao, Cheng Yang, Kele Xu, Yong Dou |
| 2025 | KDD | GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations. | Junze Chen, Cheng Yang, Shujie Li, Zhiqiang Zhang, Yawen Li, Junping Du, Chuan Shi |
| 2025 | KDD | FLAG: Fraud Detection with LLM-enhanced Graph Neural Network. | Chengdong Yang, Hongrui Liu, Daixin Wang, Zhiqiang Zhang, Cheng Yang, Chuan Shi |
| 2025 | KDD | Benchmarking Graph Foundation Models. | Jinyu Yang, Liangwei Yang, Zeyuan Guo, Jiayi Gao, Jing Wu, Tianhao Chai, Hai Huang, Cheng Yang, Chuan Shi |
| 2025 | KDD | Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? | Zhongjian Zhang, Xiao Wang, Huichi Zhou, Yue Yu, Mengmei Zhang, Cheng Yang, Chuan Shi |
| 2025 | MICCAI | Small Lesions-aware Bidirectional Multimodal Multiscale Fusion Network for Lung Disease Classification. | Jianxun Yu, Ruiquan Ge, Zhipeng Wang, Cheng Yang, Chenyu Lin, Xianjun Fu, Jikui Liu, Ahmed Elazab, Changmiao Wang |
| 2025 | MICRO | Crane: Inter-Layer Scheduling Framework for DNN Inference and Training Co-Support on Tiled Architecture. | Yu Gong, Lingyi Huang, Haodong Chang, Rongjian Liang, Cheng Yang, Zhexiang Tang, Jiang Hu, Bo Yuan |
| 2025 | NAACL | Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training. | Sun Ao, Weilin Zhao, Xu Han, Cheng Yang, Xinrong Zhang, Zhiyuan Liu, Chuan Shi, Maosong Sun |
| 2025 | NAACL | LLM2: Let Large Language Models Harness System 2 Reasoning. | Cheng Yang, Chufan Shi, Siheng Li, Bo Shui, Yujiu Yang, Wai Lam |
| 2025 | WWW | SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs. | Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng, Wotao Yin |
| 2025 | SIGIR | CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models. | Junze Chen, Xinjie Yang, Cheng Yang, Junfei Bao, Zeyuan Guo, Yawen Li, Chuan Shi |
| 2025 | SIGIR | Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models. | Yuanzhao Zhai, Zhuo Zhang, Cheng Yang, Kele Xu, Yue Yu, Wei Li, Hui Wang, Zenglin Xu, Dawei Feng, Bo Ding, Huaimin Wang |
| 2025 | SIGIR | Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training. | Yuanzhao Zhai, Huanxi Liu, Zhuo Zhang, Tong Lin, Kele Xu, Cheng Yang, Dawei Feng, Bo Ding, Huaimin Wang |
| 2025 | SC | BurstEngine: An efficient distributed framework for training transformers On extremely Long sequences of over 1M tokens. | Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun |
| 2024 | AAAI | Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization. | Tianrui Jia, Haoyang Li, Cheng Yang, Tao Tao, Chuan Shi |
| 2024 | AAAI | FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization. | Cheng Yang, Jixi Liu, Yunhe Yan, Chuan Shi |
| 2024 | ACL | Experiential Co-Learning of Software-Developing Agents. | Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Zihao Xie, Yifei Wang, Weize Chen, Cheng Yang, Xin Cong, Xiaoyin Che, Zhiyuan Liu, Maosong Sun |
| 2024 | ACL | ChatDev: Communicative Agents for Software Development. | Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun |
| 2024 | ACL | Can ChatGPT's Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge. | Cheng Yang, Puli Chen, Qingbao Huang |
| 2024 | DAC | Invited: Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM. | Lingyi Huang, Cheng Yang, Yu Gong, Yang Sui, Xiao Zang, Anthony Goeckner, Qi Zhu, Bo Yuan |
| 2024 | ECCV | CountFormer: Multi-view Crowd Counting Transformer. | Hong Mo, Xiong Zhang, Jianchao Tan, Cheng Yang, Qiong Gu, Bo Hang, Wenqi Ren |
| 2024 | EMNLP | Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection. | Puli Chen, Cheng Yang, Qingbao Huang |
| 2024 | EMNLP | Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication. | Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun |
| 2024 | EMNLP | HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing. | Jing Chen, Xinyu Zhu, Cheng Yang, Chufan Shi, Yadong Xi, Yuxiang Zhang, Junjie Wang, Jiashu Pu, Tian Feng, Yujiu Yang, Rongsheng Zhang |
| 2024 | EMNLP | BC-Prover: Backward Chaining Prover for Formal Theorem Proving. | Yuhang He, Jihai Zhang, Jianzhu Bao, Fangquan Lin, Cheng Yang, Bing Qin, Ruifeng Xu, Wotao Yin |
| 2024 | EMNLP | MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. | Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan |
| 2024 | EMNLP | ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models. | Yuxiang Zhang, Jing Chen, Junjie Wang, Yaxin Liu, Cheng Yang, Chufan Shi, Xinyu Zhu, Zihao Lin, Hanwen Wan, Yujiu Yang, Tetsuya Sakai, Tian Feng, Hayato Yamana |
| 2024 | ICASSP | Graph-Enhanced Hybrid Sampling for Multi-Armed Bandit Recommendation. | Fen Wang, Taihao Li, Wuyue Zhang, Xue Zhang, Cheng Yang |
| 2024 | ICLR | AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors. | Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou |
| 2024 | ICONIP | LSReGen: Large-Scale Regional Generator via Backward Guidance Framework. | Bowen Zhang, Cheng Yang, Xuanhui Liu |
| 2024 | IJCAI | Heterogeneous Graph Transformer with Poly-Tokenization. | Zhiyuan Lu, Yuan Fang, Cheng Yang, Chuan Shi |
| 2024 | KDD | Advancing Molecule Invariant Representation via Privileged Substructure Identification. | Ruijia Wang, Haoran Dai, Cheng Yang, Le Song, Chuan Shi |
| 2024 | NAACL | Solving General Natural-Language-Description Optimization Problems with Large Language Models. | Jihai Zhang, Wei Wang, Siyan Guo, Li Wang, Fangquan Lin, Cheng Yang, Wotao Yin |
| 2024 | WWW | Lecture-style Tutorial: Towards Graph Foundation Models. | Chuan Shi, Cheng Yang, Yuan Fang, Lichao Sun, Philip S. Yu |
| 2024 | WWW | Calibrating Graph Neural Networks from a Data-centric Perspective. | Cheng Yang, Chengdong Yang, Chuan Shi, Yawen Li, Zhiqiang Zhang, Jun Zhou |
| 2024 | WWW | GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. | Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi |
| 2024 | WWW | Endowing Pre-trained Graph Models with Provable Fairness. | Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi |
| 2024 | WACV | Improving Vision-and-Language Reasoning via Spatial Relations Modeling. | Cheng Yang, Rui Xu, Ye Guo, Peixiang Huang, Yiru Chen, Wenkui Ding, Zhongyuan Wang, Hong Zhou |
| 2023 | AAAI | MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning. | Xumeng Gong, Cheng Yang, Chuan Shi |
| 2023 | ACL | NewsDialogues: Towards Proactive News Grounded Conversation. | Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang |
| 2023 | ACL | AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models. | Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang |
| 2023 | CHI | 4Doodle: 4D Printing Artifacts Without 3D Printers. | Ye Tao, Shuhong Wang, Junzhe Ji, Linlin Cai, Hongmei Xia, Zhiqi Wang, Jinghai He, Yitao Fan, Shengzhang Pan, Jinghua Xu, Cheng Yang, Lingyun Sun, Guanyun Wang |
| 2023 | CIKM | A Stochastic Online Forecast-and-Optimize Framework for Real-Time Energy Dispatch in Virtual Power Plants under Uncertainty. | Wei Jiang, Zhongkai Yi, Li Wang, Hanwei Zhang, Jihai Zhang, Fangquan Lin, Cheng Yang |
| 2023 | CIKM | Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks. | Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi |
| 2023 | CVPR | A Simple Framework for Text-Supervised Semantic Segmentation. | Muyang Yi, Quan Cui, Hao Wu, Cheng Yang, Osamu Yoshie, Hongtao Lu |
| 2023 | DASFAA | Memory-Enhanced Period-Aware Graph Neural Network for General POI Recommendation. | Tianchi Yang, Haihan Gao, Cheng Yang, Chuan Shi, Qianlong Xie, Xingxing Wang, Dong Wang |
| 2023 | EACL | Enhancing Dialogue Generation with Conversational Concept Flows. | Siheng Li, Wangjie Jiang, Pengda Si, Cheng Yang, Yao Qiu, Jinchao Zhang, Jie Zhou, Yujiu Yang |
| 2023 | EMNLP | Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. | Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai |
| 2023 | EMNLP | Question Answering as Programming for Solving Time-Sensitive Questions. | Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang |
| 2023 | ICDM | Session-based Interactive Recommendation via Deep Reinforcement Learning. | Longxiang Shi, Zilin Zhang, Shoujin Wang, Qi Zhang, Minghui Wu, Cheng Yang, Shijian Li |
| 2023 | KDD | A Data-centric Framework to Endow Graph Neural Networks with Out-Of-Distribution Detection Ability. | Yuxin Guo, Cheng Yang, Yuluo Chen, Jixi Liu, Chuan Shi, Junping Du |
| 2023 | WWW | A Post-Training Framework for Improving Heterogeneous Graph Neural Networks. | Cheng Yang, Xumeng Gong, Chuan Shi, Philip S. Yu |
| 2023 | SIGIR | GammaGL: A Multi-Backend Library for Graph Neural Networks. | Yaoqi Liu, Cheng Yang, Tianyu Zhao, Hui Han, Siyuan Zhang, Jing Wu, Guangyu Zhou, Hai Huang, Hui Wang, Chuan Shi |
| 2023 | WSDM | Knowledge-Adaptive Contrastive Learning for Recommendation. | Hao Wang, Yao Xu, Cheng Yang, Chuan Shi, Xin Li, Ning Guo, Zhiyuan Liu |
| 2023 | WSDM | Learning to Distill Graph Neural Networks. | Cheng Yang, Yuxin Guo, Yao Xu, Chuan Shi, Jiawei Liu, Chunchen Wang, Xin Li, Ning Guo, Hongzhi Yin |
| 2023 | SDM | Abnormal Event Detection via Hypergraph Contrastive Learning. | Bo Yan, Cheng Yang, Chuan Shi, Jiawei Liu, Xiaochen Wang |
| 2022 | AAAI | TransFG: A Transformer Architecture for Fine-Grained Recognition. | Ju He, Jieneng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang |
| 2022 | AAAI | Acronym Extraction with Hybrid Strategies. | Siheng Li, Cheng Yang, Tian Liang, Xinyu Zhu, Chengze Yu, Yujiu Yang |
| 2022 | AAAI | SAS: Self-Augmentation Strategy for Language Model Pre-training. | Yifei Xu, Jingqiao Zhang, Ru He, Liangzhu Ge, Chao Yang, Cheng Yang, Ying Nian Wu |
| 2022 | CIKM | OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network. | Hui Han, Tianyu Zhao, Cheng Yang, Hongyi Zhang, Yaoqi Liu, Xiao Wang, Chuan Shi |
| 2022 | CIKM | GReS: Graphical Cross-domain Recommendation for Supply Chain Platform. | Zhiwen Jing, Ziliang Zhao, Yang Feng, Xiaochen Ma, Nan Wu, Shengqiao Kang, Cheng Yang, Yujia Zhang, Hao Guo |
| 2022 | CIKM | A Multi-granularity Network for Emotion-Cause Pair Extraction via Matrix Capsule. | Cheng Yang, Zhongwei Zhang, Jie Ding, Wenjun Zheng, Zhiwen Jing, Ying Li |
| 2022 | CIKM | An Enhanced Gated Graph Neural Network for E-commerce Recommendation. | Jihai Zhang, Fangquan Lin, Cheng Yang, Ziqiang Cui |
| 2022 | DASFAA | Gated Hypergraph Neural Network for Scene-Aware Recommendation. | Tianchi Yang, Luhao Zhang, Chuan Shi, Cheng Yang, Siyong Xu, Ruiyu Fang, Maodi Hu, Huaijun Liu, Tao Li, Dong Wang |
| 2022 | ECCV | PartImageNet: A Large, High-Quality Dataset of Parts. | Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jieneng Chen, Shuai Liu, Cheng Yang, Qihang Yu, Alan L. Yuille |
| 2022 | ICASSP | Neighbor-Augmented Transformer-Based Embedding for Retrieval. | Jihai Zhang, Fangquan Lin, Wei Jiang, Cheng Yang, Gaoge Liu |
| 2022 | IJCNN | Dual Disentangled Attention for Multi-Information Utilization in Sequential Recommendation. | Ziqiang Cui, Yixin Su, Fangquan Lin, Cheng Yang, Hanwei Zhang, Jihai Zhang |
| 2022 | SIGIR | A Dual-Expert Framework for Event Argument Extraction. | Rui Li, Wenlin Zhao, Cheng Yang, Sen Su |
| 2022 | SIGIR | Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives. | Wei Wang, Liangzhu Ge, Jingqiao Zhang, Cheng Yang |
| 2022 | SIGIR | Co-clustering Interactions via Attentive Hypergraph Neural Network. | Tianchi Yang, Cheng Yang, Luhao Zhang, Chuan Shi, Maodi Hu, Huaijun Liu, Tao Li, Dong Wang |
| 2022 | SIGIR | A New Sequential Prediction Framework with Spatial-temporal Embedding. | Jihai Zhang, Fangquan Lin, Cheng Yang, Wei Jiang |
| 2022 | SIGIR | Deep Multi-Representational Item Network for CTR Prediction. | Jihai Zhang, Fangquan Lin, Cheng Yang, Wei Wang |
| 2022 | SIGIR | Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network. | Tianyu Zhao, Cheng Yang, Yibo Li, Quan Gan, Zhenyi Wang, Fengqi Liang, Huan Zhao, Yingxia Shao, Xiao Wang, Chuan Shi |
| 2022 | WACV | Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image. | Cheng Yang, Jia Zheng, Xili Dai, Rui Tang, Yi Ma, Xiaojun Yuan |
| 2022 | WSDM | Few-shot Link Prediction in Dynamic Networks. | Cheng Yang, Chunchen Wang, Yuanfu Lu, Xumeng Gong, Chuan Shi, Wei Wang, Xu Zhang |
| 2021 | ACL | KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. | Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun |
| 2021 | ACML | Dynamic Popularity-Aware Contrastive Learning for Recommendation. | Fangquan Lin, Wei Jiang, Jihai Zhang, Cheng Yang |
| 2021 | CIKM | Neural Information Diffusion Prediction with Topic-Aware Attention Network. | Hao Wang, Cheng Yang, Chuan Shi |
| 2021 | CIKM | Topic-aware Heterogeneous Graph Neural Network for Link Prediction. | Siyong Xu, Cheng Yang, Chuan Shi, Yuan Fang, Yuxin Guo, Tianchi Yang, Luhao Zhang, Maodi Hu |
| 2021 | CVPR | DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation. | Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren |
| 2021 | EMNLP | Treasures Outside Contexts: Improving Event Detection via Global Statistics. | Rui Li, Wenlin Zhao, Cheng Yang, Sen Su |
| 2021 | ICA3PP | Nonnegative Matrix Factorization Framework for Disease-Related CircRNA Prediction. | Cheng Yang, Li Peng, Wei Liu, Xiangzheng Fu, Ni Li |
| 2021 | ICASSP | Identification of Deep Breath While Moving Forward Based on Multiple Body Regions and Graph Signal Analysis. | Yunlu Wang, Cheng Yang, Menghan Hu, Jian Zhang, Qingli Li, Guangtao Zhai, Xiao-Ping Zhang |
| 2021 | ICCV | Hand Image Understanding via Deep Multi-Task Learning. | Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu |
| 2021 | ICDM | Heterogeneous Graph Neural Network with Distance Encoding. | Houye Ji, Cheng Yang, Chuan Shi, Pan Li |
| 2021 | ICLR | Nonseparable Symplectic Neural Networks. | Shiying Xiong, Yunjin Tong, Xingzhe He, Shuqi Yang, Cheng Yang, Bo Zhu |
| 2021 | INFOCOM | Joint Resource Optimization in Two-way Relaying Energy Harvesting Cognitive Sensor Network. | Yuan Gao, Cheng Yang, Weidang Lu, Yiming Wenchen, Yu Zhang, Guoxing Huang, Jiang Cao |
| 2021 | KDD | Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach. | Junhao Hua, Ling Yan, Huan Xu, Cheng Yang |
| 2021 | PAKDD | Tree-Capsule: Tree-Structured Capsule Network for Improving Relation Extraction. | Tianchi Yang, Linmei Hu, Luhao Zhang, Chuan Shi, Cheng Yang, Nan Duan, Ming Zhou |
| 2021 | VTC | MSE Based Resource Optimization in Wireless Localization Networks. | Cheng Yang, Fan Liu, Tingting Zhang |
| 2021 | WWW | Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework. | Cheng Yang, Jiawei Liu, Chuan Shi |
| 2021 | SIGIR | Package Recommendation with Intra- and Inter-Package Attention Networks. | Chen Li, Yuanfu Lu, Wei Wang, Chuan Shi, Ruobing Xie, Haili Yang, Cheng Yang, Xu Zhang, Leyu Lin |
| 2021 | UIST | infOrigami: A Computer-aided Design Method for Introducing Traditional Perforated Boneless Lantern Craft to Everyday Interfaces. | Ye Tao, Yu Chen, Jian Fang, Jinpeng Lin, Jingchun Geng, Ziqi Fang, Cejun Chen, Cheng Yang, Fan Zhang, Lingyun Sun, Guanyun Wang |
| 2020 | AAAI | MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space. | Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun |
| 2020 | ACCV | Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild. | Weijia Wu, Ning Lu, Enze Xie, Yuxing Wang, Wenwen Yu, Cheng Yang, Hong Zhou |
| 2020 | ACL | Graph Neural News Recommendation with Unsupervised Preference Disentanglement. | Linmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie, Ming Zhou |
| 2020 | ICASSP | Semi-Regular Geometric Kernel Encoding & Reconstruction for Video Compression. | Xiaochong Jiang, Cheng Yang, Gene Cheung, Seishi Takamura |
| 2020 | ICASSP | Graph Metric Learning via Gershgorin Disc Alignment. | Cheng Yang, Gene Cheung, Wei Hu |
| 2020 | ICIP | Joint Demosaicking / Rectification Of Fisheye Camera Images Using Multi-Color Graph Laplacian Regularization. | Fengbo Lan, Cheng Yang, Gene Cheung, Jack Z. G. Tan |
| 2020 | IJCAI | PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction. | Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du |
| 2020 | IGARSS | Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space. | J. Li, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Stella Pytharouli |
| 2020 | KDD | Adaptive Graph Encoder for Attributed Graph Embedding. | Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu |
| 2020 | VTC | Power Optimization in Two-way AF Relaying SWIPT based Cognitive Sensor Networks. | Cheng Yang, Weidang Lu, Guoxing Huang, Liping Qian, Bo Li, Yi Gong |
| 2019 | AAAI | Semi-Parametric Sampling for Stochastic Bandits with Many Arms. | Mingdong Ou, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin |
| 2019 | AAAI | Robust Online Matching with User Arrival Distribution Drift. | Yu-Hang Zhou, Chen Liang, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin |
| 2019 | ACL | Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System. | Zhipeng Guo, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang, Ruoyu Li |
| 2019 | ACL | GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification. | Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun |
| 2019 | DASC | Health Activities Monitoring and Warning System for Geriatric Daily Living in Extra Care Homes. | Hua Li, Cheng Yang, Zhilin He, Muhammad Ali Imran, Wasim Ahmad |
| 2019 | EMNLP | Improving Distantly-Supervised Relation Extraction with Joint Label Embedding. | Linmei Hu, Luhao Zhang, Chuan Shi, Liqiang Nie, Weili Guan, Cheng Yang |
| 2019 | ICCV | Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise. | Wei Wang, Xin Chen, Cheng Yang, Xiang Li, Xuemei Hu, Tao Yue |
| 2019 | ICFCA | A Characterization Theorem for Continuous Lattices by Closure Spaces. | Guozhi Ma, Lankun Guo, Cheng Yang |
| 2019 | IJCAI | Sentiment-Controllable Chinese Poetry Generation. | Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo |
| 2019 | IJCAI | A Practical Semi-Parametric Contextual Bandit. | Yi Peng, Miao Xie, Jiahao Liu, Xuying Meng, Nan Li, Cheng Yang, Tao Yao, Rong Jin |
| 2019 | IJCAI | Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks. | Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu |
| 2019 | IVCNZ | Deep Learning for Pollen Sac Detection and Measurement on Honeybee Monitoring Video. | Cheng Yang, John Collins |
| 2019 | KDD | A Unified Framework for Marketing Budget Allocation. | Kui Zhao, Junhao Hua, Ling Yan, Qi Zhang, Huan Xu, Cheng Yang |
| 2018 | AAAI | Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. | Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun |
| 2018 | CISIS | Analysis of Localization Algorithms in Wireless Sensor Networks. | Lu Dong, Peng Li, He Xu, Cheng Yang |
| 2018 | CVPR | Resolution-Enhanced Lensless Color Shadow Imaging Microscopy Based on Large Field-of-View Submicron-Pixel Imaging Sensors. | Cheng Yang, Haowen Ma, Xu Cao, Xia Hua, Xiaofeng Bu, Limin Zhang, Tao Yue, Feng Yan |
| 2018 | EMNLP | Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. | Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li |
| 2018 | ICA3PP | A Parallel Fast Fourier Transform Algorithm for Large-Scale Signal Data Using Apache Spark in Cloud. | Cheng Yang, Weidong Bao, Xiaomin Zhu, Ji Wang, Wenhua Xiao |
| 2018 | ICIP | RD-Optimized 3D Planar Model Reconstruction & Encoding for Video Compression. | Cheng Yang, Gene Cheung, Seishi Takamura |
| 2018 | IVCNZ | Colour Pattern Recognition with Two-Dimensional Rotation and Scaling for Robotics Vision Using Normalized Cross-Correlation. | Pieter Nieuwoudt, Cheng Yang |
| 2018 | KDD | Learning and Transferring IDs Representation in E-commerce. | Kui Zhao, Yuechuan Li, Zhaoqian Shuai, Cheng Yang |
| 2018 | MMSP | Local 3D Point Cloud Denoising via Bipartite Graph Approximation & Total Variation. | Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic, Cheng Yang |
| 2017 | IJCAI | Fast Network Embedding Enhancement via High Order Proximity Approximation. | Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu |
| 2017 | ICSR | DevRec: A Developer Recommendation System for Open Source Repositories. | Xunhui Zhang, Tao Wang, Gang Yin, Cheng Yang, Yue Yu, Huaimin Wang |
| 2017 | MMM | Frame-Independent and Parallel Method for 3D Audio Real-Time Rendering on Mobile Devices. | Yucheng Song, Xiaochen Wang, Cheng Yang, Ge Gao, Wei Chen, Weiping Tu |
| 2017 | MMM | Binaural Sound Source Distance Reproduction Based on Distance Variation Function and Artificial Reverberation. | Jiawang Xu, Xiaochen Wang, Maosheng Zhang, Cheng Yang, Ge Gao |
| 2017 | MMSP | Graph-based clustering for identifying region of interest in eye tracker data analysis. | Kanghang He, Cheng Yang, Vladimir Stankovic, Lina Stankovic |
| 2017 | SEKE | Who Will be Interested in? A Contributor Recommendation Approach for Open Source Projects. | Xunhui Zhang, Tao Wang, Gang Yin, Cheng Yang, Huaimin Wang |
| 2016 | HCI | Financial Literacy in China as an Innovation Opportunity. | Jan Brejcha, Cong Wang, Xiaotong Wang, Ziwei Wang, Li Wang, Qing Xu, Cheng Yang, Liangyu Chen, Yuxuan Luo, Yijian Cheng, Shaopeng Zhang, Shuwen Liang, Xinru Liu, Huitian Miao, Bingbing Wang, Nilin Chen, Zhengjie Liu |
| 2016 | ICNC | Sparse representation based facial expression classification for pain assessment in neonates. | Guanming Lu, Cheng Yang, Mengying Chen, Xiaonan Li |
| 2016 | SEKE | A Novel Open Source Software Ecosystem: From a Graphic Point of View and Its Application. | Chenxi Song, Tao Wang, Gang Yin, Xunhui Zhang, Cheng Yang |
| 2015 | ICASSP | Face hallucination via Cauchy regularized sparse representation. | Shenming Qu, Ruimin Hu, Shihong Chen, Zhongyuan Wang, Junjun Jiang, Cheng Yang |
| 2015 | ICIAP | Kinematics Analysis Multimedia System for Rehabilitation. | Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr |
| 2015 | IJCAI | Network Representation Learning with Rich Text Information. | Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang |
| 2015 | ISCC | Unequal error protection for S | Liuyue Su, Ge Gao, Cheng Yang, Ruimin Hu, Xiaochen Wang, Xin Su |
| 2015 | IVCNZ | A model for honey bee tracking on 2D video. | Cheng Yang, John Collins |
| 2015 | KDD | Stock Constrained Recommendation in Tmall. | Wenliang Zhong, Rong Jin, Cheng Yang, Xiaowei Yan, Qi Zhang, Qiang Li |
| 2015 | MMM | Signal-Aware Parametric Quality Model for Audio and Speech over IP Networks. | Songbo Xie, Yuhong Yang, Ruimin Hu, Yanye Wang, Hongjiang Yu, ShaoLong Dong, Li Gao, Cheng Yang |
| 2014 | CISS | Primal sketch based adaptive perceptual JND model for digital watermarking. | Yana Zhang, Cheng Yang, Qi Zhang, Pamela C. Cosman |
| 2014 | ICIP | Upper limb movement analysis via marker tracking with a single-camera system. | Cheng Yang, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe |
| 2014 | ICNC | Primal sketch based visual entropy model for digital watermarking. | Yana Zhang, Cheng Yang, Qi Zhang |
| 2014 | ICONIP | Image Retrieval Using a Novel Color Similarity Measurement and Neural Networks. | Cheng Yang, Xiaodong Gu |
| 2014 | MMSP | Graph-based depth video denoising and event detection for sleep monitoring. | Cheng Yang, Yu Mao, Gene Cheung, Vladimir Stankovic, Kevin Chan |
| 2014 | SMC | A novel demodulation algorithm for MEMS gyroscope digital control system. | Cheng Yang, Hongsheng Li |
| 2013 | CHI | Celestia: a vocal interaction music game. | Yang Shi, Cheng Yang |
| 2013 | ICIP | Multiple marker tracking in a single-camera system for gait analysis. | Cheng Yang, Ukadike Chris Ugbolue, Bruce Carse, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe |
| 2013 | IJCNN | A quasi-linear SVM combined with assembled SMOTE for imbalanced data classification. | Bo Zhou, Cheng Yang, Haixiang Guo, Jinglu Hu |
| 2013 | SIGGRAPH | Celestia: a vocal interaction music game. | Cheng Yang, Yang Shi |
| 2013 | SEKE | HESA: The Construction and Evaluation of Hierarchical Software Feature Repository. | Yue Yu, Huaimin Wang, Gang Yin, Xiang Li, Cheng Yang |
| 2012 | ADMA | Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework. | Xiang Li, Huaimin Wang, Gang Yin, Tao Wang, Cheng Yang, Yue Yu, Dengqing Tang |
| 2012 | ICNC | Combining PCNN with color distribution entropy and vector gradient in feature extraction. | Cheng Yang, Xiaodong Gu |
| 2011 | ICDAR | An Improved Scene Text Extraction Method Using Conditional Random Field and Optical Character Recognition. | Hongwei Zhang, Changsong Liu, Cheng Yang, Xiaoqing Ding, Kongqiao Wang |
| 2011 | ICDM | Efficient Indexing for Mobile Image Retrieval. | Deying Feng, Jie Yang, Cheng Yang |
| 2011 | ICMLA | An Iris Recognition Approach based on Fuzzy Support Vector Machine. | Hongying Gu, Zhiwen Gao, Cheng Yang |
| 2011 | ICNC | New fuzzy k-NN classification by using genetic algorithm. | Junli Lu, Guang Zhao, Cheng Yang, Junjia Lu |
| 2009 | FAW | Covered Interest Arbitrage in Exchange Rate Forecasting Markets. | Feng Wang, Yuanxiang Li, Cheng Yang |
| 2009 | GECCO | SGMIT: using selfish gene theory to construct mutualinformation trees for optimization. | Feng Wang, Zhiyi Lin, Cheng Yang, Yuanxiang Li |
| 2009 | GECCO | SGMIEC: using selfish gene theory to construct mutualinformation and entropy based cluster for optimization. | Feng Wang, Zhiyi Lin, Cheng Yang, Yuanxiang Li |
| 2009 | ICNC | An Evolution Method of Driving Seat Comfort Based on Least Squares Support Vector Regression. | Zhiqiang Zeng, Qun Wu, Cheng Yang, Keshou Wu |
| 2009 | ISNN | The Diagnosis Research of Electric Submersible Pump Based on Neural Network. | Ding Feng, Cheng Yang, Bianyou Tan, Guanjun Xu, Yongxin Yuan, Peng Wang |
| 2008 | COLT | On the Margin Explanation of Boosting Algorithms. | Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua Zhou, Jufu Feng |
| 2008 | ICIP | A quaternion phase-only correlation algorithm for color images. | Wei Feng, Bo Hu, Cheng Yang |
| 2007 | CIS | Robust Watermark Model Based on Subliminal Channel. | Cheng Yang, Jianbo Liu, Yaqing Niu |
| 2007 | ICML | On learning with dissimilarity functions. | Liwei Wang, Cheng Yang, Jufu Feng |
| 2007 | PAKDD | A Digital Rights Management Architecture for Multimedia in P2P. | Cheng Yang, Jianbo Liu, Aina Sui, Yongbin Wang |
| 2003 | WWW | Peer-to-peer architecture for content-based music retrieval on acoustic data. | Cheng Yang |
| 2001 | KDD | Efficient discovery of error-tolerant frequent itemsets in high dimensions. | Cheng Yang, Usama M. Fayyad, Paul S. Bradley |
| 2000 | ICDE | Finding Interesting Associations without Support Pruning. | Edith Cohen, Mayur Datar, Shinji Fujiwara, Aristides Gionis, Piotr Indyk, Rajeev Motwani, Jeffrey D. Ullman, Cheng Yang |
| 2000 | ICDE | Image Database Retrieval with Multiple-Instance Learning Techniques. | Cheng Yang, Toms Lozano-Prez |