Yang, Cheng

56 publications

TMLR 2025 A Survey on the Honesty of Large Language Models Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam

AAAI 2025 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

ICLR 2025 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

AAAI 2025 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

AAAI 2025 Federated Graph Condensation with Information Bottleneck Principles Bo Yan, Sihao He, Cheng Yang, Shang Liu, Yang Cao, Chuan Shi

NeurIPS 2025 Fuz-RL: A Fuzzy-Guided Robust Framework for Safe Reinforcement Learning Under Uncertainty Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun

AAAI 2025 Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer Jinyu Yang, Ruijia Wang, Cheng Yang, Bo Yan, Qimin Zhou, Yang Juan, Chuan Shi

ICLR 2025 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

NeurIPS 2025 Multi-Agent Collaboration via Evolving Orchestration Yufan Dang, Chen Qian, Xueheng Luo, Jingru Fan, Zihao Xie, Ruijie Shi, Weize Chen, Cheng Yang, Xiaoyin Che, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun

ICCV 2025 Oasis: One Image Is All You Need for Multimodal Instruction Data Synthesis Letian Zhang, Quan Cui, Bingchen Zhao, Cheng Yang

IJCAI 2025 Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning Weihang Chen, Cheng Yang, Jie Ren, Zhiqiang Li, Zheng Wang

ICLR 2025 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

AAAI 2025 SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-Agent Reinforcement Learning Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun

CVPR 2025 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

ECML-PKDD 2024 Adaptively Denoising Graph Neural Networks for Knowledge Distillation Yuxin Guo, Cheng Yang, Chuan Shi, Ke Tu, Zhengwei Wu, Zhiqiang Zhang, Jun Zhou

NeurIPS 2024 AgentBoard: An Analytical Evaluation Board of Multi-Turn LLM Agents Chang Ma, Junlei Zhang, Zhihao Zhu, Cheng Yang, Yujiu Yang, Yaohui Jin, Zhenzhong Lan, Lingpeng Kong, Junxian He

ICLRW 2024 AgentBoard: An Analytical Evaluation Board of Multi-Turn LLM Agents Chang Ma, Junlei Zhang, Zhihao Zhu, Cheng Yang, Yujiu Yang, Yaohui Jin, Zhenzhong Lan, Lingpeng Kong, Junxian He

ICLR 2024 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

NeurIPS 2024 Autonomous Agents for Collaborative Task Under Information Asymmetry Wei Liu, Chenxi Wang, Yifei Wang, Zihao Xie, Rennai Qiu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Chen Qian

NeurIPS 2024 Can Large Language Models Analyze Graphs like Professionals? a Benchmark, Datasets and Models Xin Li, Weize Chen, Qizhi Chu, Haopeng Li, Zhaojun Sun, Ran Li, Chen Qian, Yiwei Wei, Zhiyuan Liu, Chuan Shi, Maosong Sun, Cheng Yang

ECCV 2024 CountFormer: Multi-View Crowd Counting Transformer Hong Mo, Xiong Zhang, Jianchao Tan, Cheng Yang, Qiong Gu, Bo Hang, Wenqi Ren

AAAI 2024 FairSIN: Achieving Fairness in Graph Neural Networks Through Sensitive Information Neutralization Cheng Yang, Jixi Liu, Yunhe Yan, Chuan Shi

NeurIPS 2024 GLinSAT: The General Linear Satisfiability Neural Network Layer by Accelerated Gradient Descent Hongtai Zeng, Chao Yang, Yanzhen Zhou, Cheng Yang, Qinglai Guo

AAAI 2024 Graph Invariant Learning with Subgraph Co-Mixup for Out-of-Distribution Generalization Tianrui Jia, Haoyang Li, Cheng Yang, Tao Tao, Chuan Shi

IJCAI 2024 Heterogeneous Graph Transformer with Poly-Tokenization Zhiyuan Lu, Yuan Fang, Cheng Yang, Chuan Shi

WACV 2024 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

NeurIPS 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng

TMLR 2024 Vision Learners Meet Web Image-Text Pairs Bingchen Zhao, Quan Cui, Hao Wu, Osamu Yoshie, Cheng Yang, Oisin Mac Aodha

CVPR 2023 A Simple Framework for Text-Supervised Semantic Segmentation Muyang Yi, Quan Cui, Hao Wu, Cheng Yang, Osamu Yoshie, Hongtao Lu

NeurIPS 2023 Injecting Multimodal Information into Rigid Protein Docking via Bi-Level Optimization Ruijia Wang, YiWu Sun, Yujie Luo, Shaochuan Li, Cheng Yang, Xingyi Cheng, Hui Li, Chuan Shi, Le Song

AAAI 2023 MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning Xumeng Gong, Cheng Yang, Chuan Shi

AAAI 2022 Acronym Extraction with Hybrid Strategies Siheng Li, Cheng Yang, Tian Liang, Xinyu Zhu, Chengze Yu, Yujiu Yang

WACV 2022 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

ECCV 2022 PartImageNet: A Large, High-Quality Dataset of Parts Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jie-Neng Chen, Shuai Liu, Cheng Yang, Qihang Yu, Alan Yuille

AAAI 2022 SAS: Self-Augmentation Strategy for Language Model Pre-Training Yifei Xu, Jingqiao Zhang, Ru He, Liangzhu Ge, Chao Yang, Cheng Yang, Ying Nian Wu

AAAI 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition Ju He, Jieneng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang

NeurIPS 2021 Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration Xiao Wang, Hongrui Liu, Chuan Shi, Cheng Yang

CVPR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren

ACML 2021 Dynamic Popularity-Aware Contrastive Learning for Recommendation Fangquan Lin, Wei Jiang, Jihai Zhang, Cheng Yang

ICCV 2021 Hand Image Understanding via Deep Multi-Task Learning Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu

ICLR 2021 Nonseparable Symplectic Neural Networks Shiying Xiong, Yunjin Tong, Xingzhe He, Shuqi Yang, Cheng Yang, Bo Zhu

ECML-PKDD 2021 Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation Yuanxin Zhuang, Chuan Shi, Cheng Yang, Fuzhen Zhuang, Yangqiu Song

AAAI 2020 MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

IJCAI 2020 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

IJCAI 2019 A Practical Semi-Parametric Contextual Bandit Yi Peng, Miao Xie, Jiahao Liu, Xuying Meng, Nan Li, Cheng Yang, Tao Yao, Rong Jin

IJCAI 2019 Multi-Scale Information Diffusion Prediction with Reinforced Recurrent Networks Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu

AAAI 2019 Robust Online Matching with User Arrival Distribution Drift Yu-Hang Zhou, Chen Liang, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin

AAAI 2019 Semi-Parametric Sampling for Stochastic Bandits with Many Arms Mingdong Ou, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin

IJCAI 2019 Sentiment-Controllable Chinese Poetry Generation Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo

AAAI 2018 Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun

CVPRW 2018 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

IJCAI 2017 Fast Network Embedding Enhancement via High Order Proximity Approximation Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu

IJCAI 2015 Network Representation Learning with Rich Text Information Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang

JMLR 2011 A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin Liwei Wang, Masashi Sugiyama, Zhaoxiang Jing, Cheng Yang, Zhi-Hua Zhou, Jufu Feng

COLT 2008 On the Margin Explanation of Boosting Algorithms Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua Zhou, Jufu Feng

ICML 2007 On Learning with Dissimilarity Functions Liwei Wang, Cheng Yang, Jufu Feng