| 2026 | ACL | ChemAmp: Amplified Chemistry Tools via Composable Agents. | Zhucong Li, Powei Chang, Jin Xiao, Zhijian Zhou, Qianyu He, Jiaqing Liang, Fenglei Cao, Yinghui Xu, Yuan Qi |
| 2026 | KDD | AURORA: Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification. | Xiaoyu Tan, Tianchu Yao, Chao Qu, Bin Li, Minghao Yang, Dakuan Lu, Haozhe Wang, Yinghui Xu, Xihe Qiu |
| 2025 | ACL | AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents. | Jiaxiang Chen, Jingwei Shi, Lei Gan, Jiale Zhang, Qingyu Zhang, Dongqian Zhang, Xin Pang, Zhucong Li, Yinghui Xu |
| 2025 | ACL | OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models. | Siming Huang, Tianhao Cheng, Jason Klein Liu, Weidi Xu, Jiaran Hao, Liuyihan Song, Yang Xu, Jian Yang, Jiaheng Liu, Chenchen Zhang, Linzheng Chai, Ruifeng Yuan, Xianzhen Luo, Qiufeng Wang, YuanTao Fan, Qingfu Zhu, Zhaoxiang Zhang, Yang Gao, Jie Fu, Qian Liu, Houyi Li, Ge Zhang, Yuan Qi, Yinghui Xu, Wei Chu, Zili Wang |
| 2025 | EMNLP | Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents. | Rui Xu, Mingyu Wang, Xintao Wang, Dakuan Lu, Xiaoyu Tan, Wei Chu, Yinghui Xu |
| 2025 | ICASSP | CogniDual Framework: Self-Training Large Language Models within a Dual-System Theoretical Framework for Improving Cognitive Tasks. | Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Chao Qu, Jing Pan, Yuan Cheng, Yinghui Xu, Wei Chu |
| 2025 | ICASSP | An Attentive Dual-Encoder Framework Leveraging Multimodal Visual and Semantic Information for Automatic OSAHS Diagnosis. | Yingchen Wei, Xihe Qiu, Xiaoyu Tan, Jingjing Huang, Wei Chu, Yinghui Xu, Yuan Qi |
| 2025 | IROS | HeStIa: Asynchronous Embodied Dynamic Locomotion Learning for Walking Robots through Multimodal Large Language Models. | Xiaoyu Tan, Haoyu Wang, Sijia Li, Yinghui Xu, Xihe Qiu |
| 2025 | KDD | Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios. | Xiaoyu Tan, Haoyu Wang, Xihe Qiu, Leijun Cheng, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2025 | MICCAI | MVP-LLMs: Optimizing Intervention Timing and Subsequent Decision Support for Mechanical Ventilation Parameter Control Using Large Language Models. | Teqi Hao, Xiaoyu Tan, Bin Li, Xuemin Wang, Chao Qu, Yinghui Xu, Xihe Qiu |
| 2025 | MICCAI | Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support. | Xiaoyu Tan, Bin Li, Weidi Xu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi, Xihe Qiu |
| 2025 | WWW | Meta-Agent-Workflow: Streamlining Tool Usage in LLMs through Workflow Construction, Retrieval, and Refinement. | Xiaoyu Tan, Bin Li, Xihe Qiu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | ECAI | Robust Deep Hawkes Process Under Label Noise of Both Event and Occurrence. | Xiaoyu Tan, Bin Li, Xihe Qiu, Jingjing Huang, Yinghui Xu, Wei Chu |
| 2024 | ECCV | Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance. | Shenhao Zhu, Junming Leo Chen, Zuozhuo Dai, Zilong Dong, Yinghui Xu, Xun Cao, Yao Yao, Hao Zhu, Siyu Zhu |
| 2024 | EMNLP | ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average. | Shaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | ICLR | Hybrid Directional Graph Neural Network for Molecules. | Junyi An, Chao Qu, Zhipeng Zhou, Fenglei Cao, Yinghui Xu, Yuan Qi, Furao Shen |
| 2024 | KDD | Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models. | Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | SIGIR | Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity. | Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2023 | ACL | SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels. | Zhenting Qi, Xiaoyu Tan, Chao Qu, Yinghui Xu, Yuan Qi |
| 2023 | EMNLP | PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching. | Zhenting Qi, Xiaoyu Tan, Shaojie Shi, Chao Qu, Yinghui Xu, Yuan Qi |
| 2023 | EMNLP | Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness. | Xiaoyu Tan, Shaojie Shi, Xihe Qiu, Chao Qu, Zhenting Qi, Yinghui Xu, Yuan Qi |
| 2023 | ICML | Provably Invariant Learning without Domain Information. | Xiaoyu Tan, Lin Yong, Shengyu Zhu, Chao Qu, Xihe Qiu, Yinghui Xu, Peng Cui, Yuan Qi |
| 2021 | AAAI | Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation. | Bowen Cai, Huan Fu, Rongfei Jia, Binqiang Zhao, Hua Li, Yinghui Xu |
| 2021 | AAAI | Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination. | Minglong Li, Zhongxuan Cai, Wenjing Yang, Lixia Wu, Yinghui Xu, Ji Wang |
| 2021 | AAAI | Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning. | Yu Liu, Lianghua Huang, Pan Pan, Bin Wang, Yinghui Xu, Rong Jin |
| 2021 | AAAI | Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce. | Yanhao Zhang, Qiang Wang, Pan Pan, Yun Zheng, Cheng Da, Siyang Sun, Yinghui Xu |
| 2021 | AAAI | Distribution Adaptive INT8 Quantization for Training CNNs. | Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu |
| 2021 | CVPR | Self-Supervised Video Representation Learning by Context and Motion Decoupling. | Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin |
| 2021 | CVPR | Learning Position and Target Consistency for Memory-Based Video Object Segmentation. | Li Hu, Peng Zhang, Bang Zhang, Pan Pan, Yinghui Xu, Rong Jin |
| 2021 | CVPR | Communication Efficient SGD via Gradient Sampling With Bayes Prior. | Liuyihan Song, Kang Zhao, Pan Pan, Yu Liu, Yingya Zhang, Yinghui Xu, Rong Jin |
| 2021 | CVPR | Multiple Object Tracking With Correlation Learning. | Qiang Wang, Yun Zheng, Pan Pan, Yinghui Xu |
| 2021 | CVPR | Few-Shot Incremental Learning With Continually Evolved Classifiers. | Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, Pan Pan, Yinghui Xu |
| 2021 | ICASSP | Exploring Visual-Audio Composition Alignment Network for Quality Fashion Retrieval in Video. | Yanhao Zhang, Jianmin Wu, Xiong Xiong, Dangwei Li, Chenwei Xie, Yun Zheng, Pan Pan, Yinghui Xu |
| 2021 | ICCV | DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training. | Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin |
| 2021 | ICCV | Practical Relative Order Attack in Deep Ranking. | Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Yinghui Xu, Nanning Zheng, Gang Hua |
| 2021 | ICDE | Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. | Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu |
| 2021 | ICML | Accelerating Gossip SGD with Periodic Global Averaging. | Yiming Chen, Kun Yuan, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin |
| 2021 | KDD | Extremely Compact Non-local Representation Learning. | Ansheng You, Xiangzeng Zhou, Yingya Zhang, Pan Pan, Yinghui Xu |
| 2021 | WSDM | I2PS: An Online Item Intelligent Publishing System in Consumer to Consumer (C2C) Transaction Platform. | Lei Tian, Nanyang Wang, Pan Pan, Bin Wang, Yinghui Xu |
| 2020 | AAAI | Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction. | Jian-Ya Ding, Chao Zhang, Lei Shen, Shengyin Li, Bing Wang, Yinghui Xu, Le Song |
| 2020 | CIKM | LB-CGM: Latent Based Conditional Generative Model with Reliable Distribution Prediction. | Yichen Yao, Guozheng Li, Yujie Chen, Rongqi Li, Yinzhi Zhou, Xiaodong Zhang, Haoyuan Hu, Yinghui Xu |
| 2020 | CIKM | Large Scale Long-tailed Product Recognition System at Alibaba. | Xiangzeng Zhou, Pan Pan, Yun Zheng, Yinghui Xu, Rong Jin |
| 2020 | ECCV | Weakly Supervised Learning with Side Information for Noisy Labeled Images. | Lele Cheng, Xiangzeng Zhou, Liming Zhao, Dangwei Li, Hong Shang, Yun Zheng, Pan Pan, Yinghui Xu |
| 2020 | IWCMC | Characteristics of Electricity Consumption of Typical Industrial Loads Based on Power Data Analysis. | Sha Liu, Yining Yang, Yang Xue, Zilong Wang, Heng Yang, Yinghui Xu, Cong Wang, Liu Yang |
| 2020 | IWCMC | Electric Theft Behavior Detection Method Based on Power Customer Data Analysis. | Yang Xue, Yifei Shu, Heng Yang, Sha Liu, Yinghui Xu |
| 2020 | KDD | Balanced Order Batching with Task-Oriented Graph Clustering. | Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu |
| 2020 | KDD | Efficiently Solving the Practical Vehicle Routing Problem: A Novel Joint Learning Approach. | Lu Duan, Yang Zhan, Haoyuan Hu, Yu Gong, Jiangwen Wei, Xiaodong Zhang, Yinghui Xu |
| 2020 | KDD | Large-Scale Training System for 100-Million Classification at Alibaba. | Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin |
| 2019 | CIKM | Virtual ID Discovery from E-commerce Media at Alibaba: Exploiting Richness of User Click Behavior for Visual Search Relevance. | Yanhao Zhang, Pan Pan, Yun Zheng, Kang Zhao, Jianmin Wu, Yinghui Xu, Rong Jin |
| 2019 | CIKM | Large-Scale Visual Search with Binary Distributed Graph at Alibaba. | Kang Zhao, Pan Pan, Yun Zheng, Yanhao Zhang, Changxu Wang, Yingya Zhang, Yinghui Xu, Rong Jin |
| 2019 | ICIS | Connecting Customers and Merchants Offline: Experimental Evidence from the Commercialization of Last-Mile Pickup Stations at Alibaba. | Brian Rongqing Han, Lixia Wu, Tianshu Sun, Leon Yang Chu, Yinghui Xu |
| 2018 | KDD | Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application. | Yujing Hu, Qing Da, Anxiang Zeng, Yang Yu, Yinghui Xu |
| 2017 | SIGIR | SIGIR 2017 Workshop on eCommerce (ECOM17). | Jon Degenhardt, Surya Kallumadi, Maarten de Rijke, Luo Si, Andrew Trotman, Yinghui Xu |
| 2017 | SIGIR | IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. | Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang |
| 2017 | SIGIR | Evaluating Web Search with a Bejeweled Player Model. | Fan Zhang, Yiqun Liu, Xin Li, Min Zhang, Yinghui Xu, Shaoping Ma |
| 2004 | SIGIR | A unified model of literal mining and link analysis for ranking web resources. | Yinghui Xu, Kyoji Umemura |