| 2026 | AAAI | Benchmarking LLMs for Political Science: A United Nations Perspective. | Yueqing Liang, Liangwei Yang, Chen Wang, Congying Xia, Rui Meng, Xiongxiao Xu, Haoran Wang, Ali Payani, Kai Shu |
| 2026 | AAAI | SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking. | Sirnam Swetha, Rui Meng, Shwetha Ram, Tal Neiman, Son Tran, Mubarak Shah |
| 2026 | ACL | DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding. | Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon |
| 2026 | AIED | i-vip: A LLM-Driven Multi-agent System for Professional Development of Mathematics Teachers. | Hang Li, Kaiqi Yang, Yucheng Chu, Ahreum Han, Rui Meng, Yasemin Copur-Gencturk, Hui Liu |
| 2026 | DASFAA | A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation. | Xujie Yuan, Yongxu Liu, Shimin Di, Shiwen Wu, Libin Zheng, Rui Meng, Lei Chen, Xiaofang Zhou, Jian Yin |
| 2026 | EACL | Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs. | Junbo Li, Peng Zhou, Rui Meng, Meet P. Vadera, Lihong Li, Yang Li |
| 2026 | WCNC | Tdgcn-Based Mobile Multiuser Physical-Layer Authentication for EI-Enabled IIoT. | Rui Meng, Hangyu Zhao, Liang Jin, Bingxuan Xu, Ce Liu, Xiaodong Xu |
| 2026 | SIGCOMM | Balanced Sparse Tree: A Scalable Network Topology for Large Language Models. | Shaoteng Liu, Dejun Kong, Huitian Wang, Hongji Dong, Xiangyu Chen, Yi Zhang, Xiaotian Zhou, Peng Dong, Rui Meng, Fuguang Huang, Xia Zhu, Xiaofeng Gao, Bingyang Liu, Guihai Chen |
| 2025 | ACL | Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review. | Zhuochun Li, Yuelyu Ji, Rui Meng, Daqing He |
| 2025 | ADMA | Harnessing Deep LLM Participation for Robust Entity Linking. | Jiajun Hou, Chenyu Zhang, Rui Meng |
| 2025 | ASPDAC | APTO: Accelerating Serialization-Based Point Cloud Transformers with Position-Aware Pruning. | Qichu Sun, Rui Meng, Haishuang Fan, Fangqiang Ding, Linxi Lu, Jingya Wu, Xiaowei Li, Guihai Yan |
| 2025 | CloudCom | KGRAG-SC: Knowledge Graph RAG-Assisted Semantic Communication. | Dayu Fan, Rui Meng, Song Gao, Xiaodong Xu |
| 2025 | CloudCom | SREC: Encrypted Semantic Super-Resolution Enhanced Communication. | Zhidi Zhang, Rui Meng, Song Gao, Haixiao Gao, Xiaodong Xu |
| 2025 | DASFAA | Demand-Oriented Route Recommendation for Shared Mobility Services. | Zhijia Chen, Chen Jason Zhang, Rui Meng, Peng Cheng, Libin Zheng, Jian Yin |
| 2025 | ICCD | Hermes: Accelerating Packet Processing in DPU with Neural Network. | Rui Meng, Xinyu Chen, Hanyue Lin, Jingya Wu, Wenyan Lu, Xiaowei Li, Guihai Yan |
| 2025 | ICCV | Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework. | Rohan Sharma, Changyou Chen, Feng-Ju Chang, Seongjun Yun, Xiaohu Xie, Rui Meng, Dehong Xu, Alejandro Mottini, Qingjun Cui |
| 2025 | ICLR | VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks. | Ziyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen |
| 2025 | ICLR | Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models. | Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Zeyuan Shang, Wei Zhang, Rui Meng, Xiaoyu Shen |
| 2025 | IJCNN | Diff-DETR: Differential Attention Transformer for Video Moment Retrieval and Highlight Detection. | Peng Wang, Rui Meng, Bingqing Qu |
| 2025 | SIGIR | Reason-to-Rank: Distilling Direct and Comparative Reasoning from Large Language Models for Document Reranking. | Yuelyu Ji, Zhuochun Li, Rui Meng, Daqing He |
| 2024 | ADMA | Integrating Graph Temporal-Structural Dependencies and Textual Semantics for Outdated Fact Detection. | Haoxuan Feng, Yuhan Zheng, Zhuoheng Ma, Rui Meng, Yongqi Zhang, Chen Zhang |
| 2024 | EACL | DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI. | Jianguo Zhang, Kun Qian, Zhiwei Liu, Shelby Heinecke, Rui Meng, Ye Liu, Zhou Yu, Huan Wang, Silvio Savarese, Caiming Xiong |
| 2024 | ECCV | LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer. | Ning Yu, Chia-Chih Chen, Zeyuan Chen, Rui Meng, Gang Wu, Paul Josel, Juan Carlos Niebles, Caiming Xiong, Ran Xu |
| 2024 | EMNLP | Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models. | Rui Meng, Ye Liu, Lifu Tu, Daqing He, Yingbo Zhou, Semih Yavuz |
| 2024 | EMNLP | Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding. | Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou |
| 2024 | ICDE | Privacy-Preserving Traffic Flow Release with Consistency Constraints. | Xiaoting Zhu, Libin Zheng, Chen Jason Zhang, Peng Cheng, Rui Meng, Lei Chen, Xuemin Lin, Jian Yin |
| 2024 | ICLR | Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations. | Yujee Song, Donghyun Lee, Rui Meng, Won Hwa Kim |
| 2024 | WCNC | Adaptive Privacy Budget-based Differential Privacy Co-Training for Wireless Semantic Communication. | Honghao Liu, Bizhu Wang, Rui Meng, Shujun Han, Xiaodong Xu |
| 2024 | WCNC | Effective Energy Efficiency Computation Offloading in NOMA-Based MEC Networks with Delay Violation Probability Guarantee. | Wenzhao Zhang, Shujun Han, Mengying Sun, Rui Meng, Xiaodong Xu |
| 2023 | ACL | General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation. | Rui Meng, Tong Wang, Xingdi Yuan, Yingbo Zhou, Daqing He |
| 2023 | ADMA | Joint Modeling of Local and Global Semantics for Contrastive Entity Disambiguation. | Yuhua Ke, Shaojie Xue, Ziqi Chen, Rui Meng |
| 2023 | EMNLP | HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution. | Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou |
| 2023 | GLOBECOM | Latent Semantic Diffusion-Based Channel Adaptive De-Noising SemCom for Future 6G Systems. | Bingxuan Xu, Rui Meng, Yue Chen, Xiaodong Xu, Chen Dong, Hao Sun |
| 2023 | WCNC | Evolutionary Game-Based Vertical Handover Strategy for Space-Air-Ground Integrated Network. | Yiting Zhou, Rui Meng, Huachao Xiong, Shujun Han, Xiaodong Xu |
| 2023 | SDM | Coarse-to-Fine Open Information Extraction via Relation Oriented Reading Comprehension. | Tingxin Li, Rui Meng, Feng Chen, Jianming Wu |
| 2023 | SIGdial | Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System. | Jianguo Zhang, Stephen Roller, Kun Qian, Zhiwei Liu, Rui Meng, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong |
| 2022 | AAAI | Unsupervised Deep Keyphrase Generation. | Xianjie Shen, Yinghan Wang, Rui Meng, Jingbo Shang |
| 2022 | ACL | Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking. | Tianyi Luo, Rui Meng, Xin Wang, Yang Liu |
| 2022 | ECIR | From Fundamentals to Recent Advances: A Tutorial on Keyphrasification. | Rui Meng, Debanjan Mahata, Florian Boudin |
| 2022 | EMNLP | Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database. | Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou |
| 2022 | HPSR | CGM2: Carrier-Grade Minimalism Multicast with Stateless Explicit Path. | Rui Meng, Junjie Wan, Bing Xu, Fengkai Li, Wanhong Wang, Zhongwei Li, Chuang Wang |
| 2022 | NAACL | Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training. | Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu |
| 2022 | WCNC | RIS-Assisted Physical Layer Key Generation and Transmit Power Minimization. | Liang Jin, Xiaodong Xu, Shujun Han, Jinghang Liu, Rui Meng, Hao Chen |
| 2021 | ACL | Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents. | Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He |
| 2021 | CogSci | Interpreting Data Tables: Can Variable Symmetry Scaffold Performance? | Rui Meng, Martha W. Alibali |
| 2021 | CoNEXT | Towards highly scalable multicast via explicit path definition. | Rui Meng, Junjie Wan, Bing Xu, Wanhong Wang, Zhongwei Li, Chuang Wang |
| 2021 | ECIR | Predicting User Engagement Status for Online Evaluation of Intelligent Assistants. | Rui Meng, Zhen Yue, Alyssa Glass |
| 2021 | ICASSP | Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation. | Tryambak Gangopadhyay, Sin Yong Tan, Zhanhong Jiang, Rui Meng, Soumik Sarkar |
| 2021 | MICCAI | Disentangled Sequential Graph Autoencoder for Preclinical Alzheimer's Disease Characterizations from ADNI Study. | Fan Yang, Rui Meng, Hyuna Cho, Guorong Wu, Won Hwa Kim |
| 2021 | NAACL | An Empirical Study on Neural Keyphrase Generation. | Rui Meng, Xingdi Yuan, Tong Wang, Sanqiang Zhao, Adam Trischler, Daqing He |
| 2020 | ACL | One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases. | Xingdi Yuan, Tong Wang, Rui Meng, Khushboo Thaker, Peter Brusilovsky, Daqing He, Adam Trischler |
| 2019 | CogSci | Spatial Representations of Symbolic Fractions and Nonsymbolic Ratios: SNARC Effect and Number Line Estimation. | Rui Meng, Percival G. Matthews |
| 2018 | CNSM | Bandwidth Constrained Distributed Inter-domain Path Selection (DIPS). | Rui Meng, Bin Da, Zhe Chen, Chuang Wang, Sheng Jiang |
| 2018 | CogSci | Predictors of Fraction Knowledge among Young Children. | Rui Meng, Percival G. Matthews, Edward M. Hubbard |
| 2018 | CogSci | Non-Symbolic Ratio Sense Supports Symbolic Fraction Success. | Rui Meng, Percival G. Matthews, Edward M. Hubbard |
| 2018 | EMNLP | Integrating Transformer and Paraphrase Rules for Sentence Simplification. | Sanqiang Zhao, Rui Meng, Daqing He, Andi Saptono, Bambang Parmanto |
| 2018 | SIGMOD | Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base. | Hao Xin, Rui Meng, Lei Chen |
| 2017 | ACL | Deep Keyphrase Generation. | Rui Meng, Sanqiang Zhao, Shuguang Han, Daqing He, Peter Brusilovsky, Yu Chi |
| 2017 | CogSci | Optimizing Mathematic Learning: Effects of Continuous and Nominal Practice Format on Transfer of Arithmetic Skills. | Charles Kalish, Rui Meng, Ayon Seng, Percival G. Matthews |
| 2017 | CogSci | Presentation Format Modulates Adults' Automatic Processing of Proportions. | Rui Meng, Percival G. Matthews |
| 2016 | CogSci | The Relational SNARC: Spatial Representation of Nonsymbolic Ratios? | Percival G. Matthews, Rui Meng, Elizabeth Toomarian, Edward M. Hubbard |
| 2016 | SIGIR | Exploring Knowledge Learning in Collaborative Information Seeking Process. | Yu Chi, Shuguang Han, Daqing He, Rui Meng |
| 2015 | ICDE | On bottleneck-aware arrangement for event-based social networks. | Yongxin Tong, Rui Meng, Jieying She |
| 2015 | ICDM | CrowdTC: Crowdsourced Taxonomy Construction. | Rui Meng, Yongxin Tong, Lei Chen, Caleb Chen Cao |
| 2015 | SIGMOD | CrowdLink: An Error-Tolerant Model for Linking Complex Records. | Chen Jason Zhang, Rui Meng, Lei Chen, Feida Zhu |
| 2010 | ICNC | Game study on the populational Parrondo's paradox based on complex network. | Lingang Wang, Nenggang Xie, Gang Xu, Chao Wang, Yun Chen, Rui Meng |