Chen Luo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
66
Venues
31
Active years
2009–2026
Best venue rank
A*
Where they publish
- A*ACL7 papers
- A*WWW7 papers
- A*SIGIR6 papers
- A*KDD5 papers
- A*EMNLP4 papers
- ACIKM4 papers
- ANAACL3 papers
- A*ICDE3 papers
- AECAI2 papers
- A*ICCV2 papers
- A*ICLR2 papers
- BVTC2 papers
- AEACL1 paper
- AAISTATS1 paper
- CICIS1 paper
- AMICCAI1 paper
- AWSDM1 paper
- ARecSys1 paper
- A*SIGMOD1 paper
- A*AAAI1 paper
- BEDBT1 paper
- BRTCSA1 paper
- ADATE1 paper
- NationalICNC1 paper
- A*IJCAI1 paper
- A*ICSE1 paper
- NationalSETTA1 paper
- AECIR1 paper
- A*ICDM1 paper
- BPAKDD1 paper
- BDASFAA1 paper
Papers
66 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization. | Yu Fu, Chen Luo, Josef Valvoda, Xin Zhang, Xuejing Lei, Xiao Pan, Hui Liu, Yue Dong |
| 2026 | ACL | Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents. | Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Pei Chen, Ziwei Dong, Jing Huang, Jiri Gesi, Xianfeng Tang, Chen Luo, Qun Liu, Yisi Sang, Hanqing Lu, Manling Li, Jin Lai, Dakuo Wang |
| 2026 | ACL | Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR. | Haobo Xu, Sirui Chen, Ruizhong Qiu, Yuchen Yan, Chen Luo, Monica Xiao Cheng, Jingrui He, Hanghang Tong |
| 2026 | ACL | SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. | Yuqi Yang, Weiqi Wang, Baixuan Xu, Wei Fan, Qing Zong, Chunkit Chan, Zheye Deng, Xin Liu, Yifan Gao, Changlong Yu, Chen Luo, Yang Li, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song |
| 2026 | EACL | Intention Knowledge Graph Construction for User Intention Relation Modeling. | Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Yanming Zhu, Bo Li, Yangqiu Song |
| 2026 | SIGIR | Building a Production Shopping Agent at Scale. | Chen Luo, Jason Choi, Ziwei Dong, Rahul Dua, Cong Xu, Xuejing Lei, Yuchen Yan, Xin Zhang, Josef Valvoda, Gaurang Sinkar, Binit Jha, Yi Liu, Monica Cheng |
| 2025 | ACL | Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning. | Haoyu Han, Yaochen Xie, Hui Liu, Xianfeng Tang, Sreyashi Nag, William Headden, Yang Li, Chen Luo, Shuiwang Ji, Qi He, Jiliang Tang |
| 2025 | ACL | Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models. | Yingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Xianfeng Tang, Zhenwei Dai, Yan Han, Chen Luo, Jing Huang, Zhen Li, Suhang Wang, Yue Xing, Jiliang Tang, Qi He |
| 2025 | ACL | EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. | Weiqi Wang, Limeng Cui, Xin Liu, Sreyashi Nag, Wenju Xu, Chen Luo, Sheikh Muhammad Sarwar, Yang Li, Hansu Gu, Hui Liu, Changlong Yu, Jiaxin Bai, Yifan Gao, Haiyang Zhang, Qi He, Shuiwang Ji, Yangqiu Song |
| 2025 | AISTATS | A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration. | Yingqian Cui, Pengfei He, Xianfeng Tang, Qi He, Chen Luo, Jiliang Tang, Yue Xing |
| 2025 | ECAI | DetTrack: Realizing Strong Identity Preservation in Multi-Object Tracking via exploration of Detection Information. | Yi Zhang, Yi Su, Chen Luo |
| 2025 | ICCV | HccePose(BF): Predicting Front & Back Surfaces to Construct Ultra-Dense 2D-3D Correspondences for Pose Estimation. | Yulin Wang, Mengting Hu, Hongli Li, Chen Luo |
| 2025 | ICIS | Identifying Lead Users on Social Media to Foster Digital Innovation: A Generative AI Approach. | Chen Luo, Libo Liu, Tingru Cui |
| 2025 | KDD | The 2nd Workshop on Large Language Models for E-Commerce. | Haoyu Han, Fali Wang, Chen Luo, Hui Liu, Jing Huang, Zhen Li, Zhenwei Dai, Qi He, Yiwei Sun, Dawei Yin, Suhang Wang, Jiliang Tang, Jian Pei, Xianfeng Tang |
| 2025 | MICCAI | Towards Globally Predictable k-Space Interpolation: A White-Box Transformer Approach. | Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang, Congcong Liu, Liming Tang, Guoqing Chen, Zhuo-Xu Cui, Dong Liang |
| 2025 | NAACL | SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains. | Ran Xu, Hui Liu, Sreyashi Nag, Zhenwei Dai, Yaochen Xie, Xianfeng Tang, Chen Luo, Yang Li, Joyce C. Ho, Carl Yang, Qi He |
| 2025 | WWW | Large Language Model for E-Commerce Workshop. | Haoyu Han, Xianfeng Tang, Jing Huang, Monica Xiao Cheng, Omar Alonso, Hanqing Lu, Zhen Li, Chen Luo, Dawei Yin, Jiliang Tang |
| 2025 | SIGIR | Language Model Alignment for Conversational Shopping at Amazon. | Chen Luo, Dimitri Papadimitriou, Hariharan Muralidharan, Dhineshkumar Ramasubbu, Aakash Kolekar, Wenju Xu, Cong Xu, Anirudh Srinivasan, Mukesh Jain, Qi He |
| 2025 | SIGIR | Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce. | Jingying Zeng, Zhenwei Dai, Hui Liu, Samarth Varshney, Zhiji Liu, Chen Luo, Zhen Li, Qi He, Xianfeng Tang |
| 2024 | EMNLP | IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. | Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Junxian He, Yangqiu Song |
| 2024 | EMNLP | Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark. | Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton |
| 2024 | EMNLP | BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering. | Haoyu Wang, Ruirui Li, Haoming Jiang, Jinjin Tian, Zhengyang Wang, Chen Luo, Xianfeng Tang, Monica Xiao Cheng, Tuo Zhao, Jing Gao |
| 2024 | EMNLP | MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. | Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song |
| 2024 | ICLR | RA-NER: Retrieval augmented NER for knowledge intensive named entity recognition. | Zhenwei Dai, Chen Luo, Zhen Li, Xianfeng Tang, Hanqing Lu, Rahul Goutam, Haiyang Zhang |
| 2024 | ICLR | Session-Aware Product filter Ranking in E- Commerce Search. | Hanqing Lu, Xianfeng Tang, Chen Luo, Limeng Cui, Zhenwei Dai, Rahul Goutam, Haiyang Zhang, Monica Xiao Cheng |
| 2024 | KDD | Understanding Inter-Session Intentions via Complex Logical Reasoning. | Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song |
| 2024 | NAACL | IterAlign: Iterative Constitutional Alignment of Large Language Models. | Xiusi Chen, Hongzhi Wen, Sreyashi Nag, Chen Luo, Qingyu Yin, Ruirui Li, Zheng Li, Wei Wang |
| 2024 | WWW | Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach. | Tao Yang, Cuize Han, Chen Luo, Parth Gupta, Jeff M. Phillips, Qingyao Ai |
| 2024 | WWW | Bi-CAT: Improving Robustness of LLM-based Text Rankers to Conditional Distribution Shifts. | Sriram Srinivasan, Stephen Sheng, Rishabh Deshmukh, Chen Luo, Yesh Dattatreya, Subhajit Sanyal, S. V. N. Vishwanathan |
| 2024 | WWW | Scalable and Effective Generative Information Retrieval. | Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani |
| 2024 | SIGIR | Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding. | Hansi Zeng, Chen Luo, Hamed Zamani |
| 2024 | WSDM | The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024). | Vachik S. Dave, Linsey Pang, Xiquan Cui, Chen Luo, Hamed Zamani, Lingfei Wu, George Karypis |
| 2023 | ECAI | Multi-Agent Cooperative Games Using Belief Map Assisted Training. | Chen Luo, Qinwei Huang, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu |
| 2023 | ICCV | SimMatchV2: Semi-Supervised Learning with Graph Consistency. | Mingkai Zheng, Shan You, Lang Huang, Chen Luo, Fei Wang, Chen Qian, Chang Xu |
| 2023 | KDD | Knowledge Graph Reasoning over Entities and Numerical Values. | Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song |
| 2023 | SIGIR | Implicit Query Parsing at Amazon Product Search. | Chen Luo, Rahul Goutam, Haiyang Zhang, Chao Zhang, Yangqiu Song, Bing Yin |
| 2022 | ICDE | DynaHash: Efficient Data Rebalancing in Apache AsterixDB. | Chen Luo, Michael J. Carey |
| 2022 | NAACL | CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data. | Rui Feng, Chen Luo, Qingyu Yin, Bing Yin, Tuo Zhao, Chao Zhang |
| 2022 | RecSys | Query Attribute Recommendation at Amazon Search. | Chen Luo, William Headden, Neela Avudaiappan, Haoming Jiang, Tianyu Cao, Qingyu Yin, Yifan Gao, Zheng Li, Rahul Goutam, Haiyang Zhang, Bing Yin |
| 2022 | WWW | Massive Text Normalization via an Efficient Randomized Algorithm. | Nan Jiang, Chen Luo, Vihan Lakshman, Yesh Dattatreya, Yexiang Xue |
| 2022 | WWW | ROSE: Robust Caches for Amazon Product Search. | Chen Luo, Vihan Lakshman, Anshumali Shrivastava, Tianyu Cao, Sreyashi Nag, Rahul Goutam, Hanqing Lu, Yiwei Song, Bing Yin |
| 2022 | SIGIR | Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank. | Tao Yang, Chen Luo, Hanqing Lu, Parth Gupta, Bing Yin, Qingyao Ai |
| 2021 | CIKM | Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs. | Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen |
| 2021 | CIKM | QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction. | Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang |
| 2021 | ICDE | Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. | Jaeyoung Do, Chen Luo, David B. Lomet |
| 2021 | ICDE | Efficiently Reclaiming Space in a Log Structured Store. | David B. Lomet, Chen Luo |
| 2020 | SIGMOD | Breaking Down Memory Walls in LSM-based Storage Systems. | Chen Luo |
| 2019 | AAAI | Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS). | Chen Luo, Anshumali Shrivastava |
| 2019 | EDBT | Umzi: Unified Multi-Zone Indexing for Large-Scale HTAP. | Chen Luo, Pinar Tzn, Yuanyuan Tian, Ronald Barber, Vijayshankar Raman, Richard Sidle |
| 2019 | RTCSA | Temporal and Spatial Routing for Large Scale Safe and Connected UAS Traffic Management in Urban Areas. | Ziyi Zhao, Zhao Jin, Chen Luo, Haowen Fang, Franco Basti, Mustafa Cenk Gursoy, Carlos Caicedo, Qinru Qiu |
| 2018 | CIKM | Behavior-based Community Detection: Application to Host Assessment In Enterprise Information Networks. | Cheng Cao, Zhengzhang Chen, James Caverlee, Lu-An Tang, Chen Luo, Zhichun Li |
| 2018 | KDD | TINET: Learning Invariant Networks via Knowledge Transfer. | Chen Luo, Zhengzhang Chen, Lu-An Tang, Anshumali Shrivastava, Zhichun Li, Haifeng Chen, Jieping Ye |
| 2018 | WWW | Arrays of (locality-sensitive) Count Estimators (ACE): Anomaly Detection on the Edge. | Chen Luo, Anshumali Shrivastava |
| 2017 | DATE | Location detection for navigation using IMUs with a map through coarse-grained machine learning. | E. J. Jose Gonzalez, Chen Luo, Anshumali Shrivastava, Krishna V. Palem, Yongshik Moon, Soonhyun Noh, Daedong Park, Seongsoo Hong |
| 2017 | ICNC | Variational hidden conditional random fields with beta processes. | Chen Luo, Shiliang Sun, Jing Zhao |
| 2017 | IJCAI | Variational Mixtures of Gaussian Processes for Classification. | Chen Luo, Shiliang Sun |
| 2017 | ICSE | PSpec: a formal specification language for fine-grained control on distributed data analytics. | Chen Luo, Fei He, Dong Yan, Dan Zhang, Xin Zhou, Bow-Yaw Wang |
| 2016 | CIKM | City-Scale Localization with Telco Big Data. | Fangzhou Zhu, Chen Luo, Mingxuan Yuan, Yijian Zhu, Zhengqing Zhang, Tao Gu, Ke Deng, Weixiong Rao, Jia Zeng |
| 2015 | SETTA | Inferring Software Behavioral Models with MapReduce. | Chen Luo, Fei He, Carlo Ghezzi |
| 2014 | ECIR | HetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks. | Chen Luo, Renchu Guan, Zhe Wang, Chenghua Lin |
| 2014 | ICDM | Hete-CF: Social-Based Collaborative Filtering Recommendation Using Heterogeneous Relations. | Chen Luo, Wei Pang, Zhe Wang, Chenghua Lin |
| 2014 | KDD | Correlating events with time series for incident diagnosis. | Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang |
| 2014 | PAKDD | Semi-supervised Clustering on Heterogeneous Information Networks. | Chen Luo, Wei Pang, Zhe Wang |
| 2012 | VTC | Distributed Filter-And-Forward Beamforming for Two-Way Relaying Networks under Channel Uncertainties. | Chen Luo, Chengwen Xing, Zesong Fei, Shaodan Ma, Jingming Kuang |
| 2011 | VTC | Adaptive Partial Decode-and-Forward Relaying with Quantized Feedback. | Chen Luo, Yi Wu, Zesong Fei, Erik G. Larsson, Jingming Kuang |
| 2009 | DASFAA | Hash Join Optimization Based on Shared Cache Chip Multi-processor. | Yadan Deng, Ning Jing, Wei Xiong, Chen Luo, Hongsheng Chen |