| 2026 | ACL | Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents. | Yuanchen Bei, Tianxin Wei, Xuying Ning, Yanjun Zhao, Zhining Liu, Xiao Lin, Yada Zhu, Hendrik F. Hamann, Jingrui He, Hanghang Tong |
| 2026 | ACL | Do VLMs Have a Moral Backbone? A Study on the Fragile Morality of Vision-Language Models. | Zhining Liu, Tianyi Wang, Xiao Lin, Penghao Ouyang, Gaotang Li, Ze Yang, Hui Liu, Sumit Keswani, Vishwa Pardeshi, Huijun Zhao, Wei Fan, Hanghang Tong |
| 2026 | EACL | Harnessing Consistency for Robust Test-Time LLM Ensemble. | Zhichen Zeng, Qi Yu, Xiao Lin, Ruizhong Qiu, Xuying Ning, Tianxin Wei, Yuchen Yan, Jingrui He, Hanghang Tong |
| 2026 | WWW | Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation. | Xiao Lin, Zhicheng Tang, Weilin Cong, Mengyue Hang, Kai Wang, Yajuan Wang, Zhichen Zeng, Ting-Wei Li, Hyunsik Yoo, Zhining Liu, Xuying Ning, Ruizhong Qiu, Wen-Yen Chen, Shuo Chang, Rong Jin, Huayu Li, Hanghang Tong |
| 2025 | CIKM | Personalized Tree-Based Progressive Regression Model for Watch-Time Prediction in Short Video Recommendation. | Xiaokai Chen, Xiao Lin, Changcheng Li, Peng Jiang |
| 2025 | CIKM | ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method. | Dongqi Fu, Yada Zhu, Zhining Liu, Lecheng Zheng, Xiao Lin, Zihao Li, Liri Fang, Katherine Tieu, Onkar Bhardwaj, Kommy Weldemariam, Hanghang Tong, Hendrik F. Hamann, Jingrui He |
| 2025 | DCAI | Toward Scalable XR Interfaces for Human-Robot Collaboration with AMRs: Localization and Co-carrying via Synthetic Data. | Eva Almansa, Xiao Lin, Iigo Mendizabal-Arrieta, Sara Garca |
| 2025 | ICCV | CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation. | Xiao Lin, Yun Peng, Liuyi Wang, Xianyou Zhong, Minghao Zhu, Yi Feng, Jingwei Yang, Chengju Liu, Qijun Chen |
| 2025 | ICLR | UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition. | Xiao Lin, Yuge Huang, Jianqing Xu, Yuxi Mi, Shuigeng Zhou, Shouhong Ding |
| 2025 | ICML | Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting. | Zhining Liu, Ze Yang, Xiao Lin, Ruizhong Qiu, Tianxin Wei, Yada Zhu, Hendrik F. Hamann, Jingrui He, Hanghang Tong |
| 2025 | IROS | iWalker: Imperative Visual Planning for Walking Humanoid Robot. | Xiao Lin, Yuhao Huang, Taimeng Fu, Xiaobin Xiong, Chen Wang |
| 2025 | WWW | Optimizing Revenue through User Coupon Recommendations in Truthful Online Ad Auctions. | Xiaodong Liu, Xiao Lin, Yiming Ding, Changcheng Li, Peng Jiang, Weiran Shen |
| 2024 | AAAI | Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables. | Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset zkan Tan, Michael Witbrock |
| 2024 | CVPR | Instance-Adaptive and Geometric-Aware Keypoint Learning for Category-Level 6D Object Pose Estimation. | Xiao Lin, Wenfei Yang, Yuan Gao, Tianzhu Zhang |
| 2024 | ICAPS | SayNav: Grounding Large Language Models for Dynamic Planning to Navigation in New Environments. | Abhinav Rajvanshi, Karan Sikka, Xiao Lin, Bhoram Lee, Han-Pang Chiu, Alvaro Velasquez |
| 2024 | ICCD | HEncode: A Highly Modularized and Efficient FPGA QC-LDPC Encoder using High Level Synthesis. | Jiawei Yang, Shaohua Wang, Xiangrui Yang, Yifan Zhang, Qiang Cao, Jie Yao, Xiaodi Tan, Xiao Lin |
| 2024 | ISCAS | A Timing-Shared Adaptive Sensing Methodology for Low-Voltage SRAM. | Yongliang Zhou, Zhen Yang, Yiming Wei, Xiao Lin, Saiai Wu, Wenjuan Lu, Chunyu Peng, Xin Li, Xiulong Wu |
| 2024 | NAACL | Task-Agnostic Detector for Insertion-Based Backdoor Attacks. | Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen |
| 2024 | WWW | Discrete Conditional Diffusion for Reranking in Recommendation. | Xiao Lin, Xiaokai Chen, Chenyang Wang, Hantao Shu, Linfeng Song, Biao Li, Peng Jiang |
| 2024 | SNPD | Knowledge Graph Completion Based on Contrastive Learning for Diet Therapy. | Kaidi Yang, Yangguang Lin, Xuanhan Mi, Yuxun Li, Xiao Lin, Dongmei Li |
| 2023 | CVPR | PyPose: A Library for Robot Learning with Physics-based Optimization. | Chen Wang, Dasong Gao, Kuan Xu, Junyi Geng, Yaoyu Hu, Yuheng Qiu, Bowen Li, Fan Yang, Brady G. Moon, Abhinav Pandey, Aryan, Jiahe Xu, Tianhao Wu, Haonan He, Daning Huang, Zhongqiang Ren, Shibo Zhao, Taimeng Fu, Pranay Reddy, Xiao Lin, Wenshan Wang, Jingnan Shi, Rajat Talak, Kun Cao, Yi Du, Han Wang, Huai Yu, Shanzhao Wang, Siyu Chen, Ananth Kashyap, Rohan Bandaru, Karthik Dantu, Jiajun Wu, Lihua Xie, Luca Carlone, Marco Hutter, Sebastian A. Scherer |
| 2023 | ICCV | TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models. | Indranil Sur, Karan Sikka, Matthew Walmer, Kaushik Koneripalli, Anirban Roy, Xiao Lin, Ajay Divakaran, Susmit Jha |
| 2023 | IROS | AirLine: Efficient Learnable Line Detection with Local Edge Voting. | Xiao Lin, Chen Wang |
| 2023 | KDD | Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation. | Xiao Lin, Xiaokai Chen, Linfeng Song, Jingwei Liu, Biao Li, Peng Jiang |
| 2023 | TrustCom | Fast Fluid Antenna Multiple Access With Path Loss Consideration and Different Antenna Architecture. | Halvin Yang, Xiao Lin, Kai-Kit Wong, Yizhe Zhao |
| 2022 | APCC | An Edge-Storage-Aided Scheduling Method for Edge-Computing-Enabled Optical Metro Networks. | Xiao Lin, Huihuang Lin, Shuo Ji, Hui Qian, Jun Li, Shengnan Yue |
| 2022 | APCC | Double-Machine-Learning-Based Resource Scheduling Method for Offloading Transfers. | Xiao Lin, Songlei Lin, Yaping Li, Junyi Shao, Keqin Shi, Yajie Li |
| 2022 | CVPR | Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning. | Meng Ye, Xiao Lin, Giedrius Burachas, Ajay Divakaran, Yi Yao |
| 2022 | HPSR | Storage-Enabled Adaptive Multi-Path Scheduling Method for Data Transfers in Task Offloading. | Xiao Lin, Shuo Ji, Shengnan Yue, Jun Li, Feng Chen |
| 2022 | ICLR | Trigger Hunting with a Topological Prior for Trojan Detection. | Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen |
| 2021 | ICCV | Confidence Calibration for Domain Generalization under Covariate Shift. | Yunye Gong, Xiao Lin, Yi Yao, Thomas G. Dietterich, Ajay Divakaran, Melinda T. Gervasio |
| 2020 | HPSR | A State-Merging Scheduling Method for Bulk Transfers with Store-and-Forward over Inter-DC Optical Networks. | Xiao Lin, Jia Zhang, Shengnan Yue, Yuanlong Tan, Xiaoyu Wang, Weiqiang Sun, Malathi Veeraraghavan, Weisheng Hu |
| 2020 | KDD | Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation. | Wenhui Yu, Xiao Lin, Junfeng Ge, Wenwu Ou, Zheng Qin |
| 2019 | BMVC | Image Classification with Hierarchical Multigraph Networks. | Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor |
| 2019 | CIKM | BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. | Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang |
| 2019 | EMNLP | Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts. | Julia Kruk, Jonah Lubin, Karan Sikka, Xiao Lin, Dan Jurafsky, Ajay Divakaran |
| 2019 | HPSR | Design of an SNF Scheduling Method for Bulk Data Transfers over Inter-Datacenter WANs. | Xiao Lin, Xiaoyu Wang, Shengnan Yue, Weiqiang Sun, Malathi Veeraraghavan, Weisheng Hu |
| 2019 | ICASSP | ENLLVM: Ensemble Based Nonlinear Bayesian Filtering Using Linear Latent Variable Models. | Xiao Lin, Gabriel Terejanu |
| 2019 | IJCNN | Approximate Bayesian Neural Network Trained with Ensemble Kalman Filter. | Chao Chen, Xiao Lin, Yuan Huang, Gabriel Terejanu |
| 2019 | RecSys | A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation. | Xiao Lin, Hongjie Chen, Changhua Pei, Fei Sun, Xuanji Xiao, Hanxiao Sun, Yongfeng Zhang, Wenwu Ou, Peng Jiang |
| 2019 | RecSys | Personalized re-ranking for recommendation. | Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Junfeng Ge, Wenwu Ou, Dan Pei |
| 2019 | WWW | Value-aware Recommendation based on Reinforcement Profit Maximization. | Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou, Yongfeng Zhang |
| 2018 | ICASSP | Hybridnet for Depth Estimation and Semantic Segmentation. | Dalila Snchez-Escobedo, Xiao Lin, Josep R. Casas, Montse Pards |
| 2018 | ICASSP | Saliency Detection via Multi-Center Convex Hull Prior. | Zhi-Jie Wang, Lizhuang Ma, Xiao Lin, Hui Zhong |
| 2018 | ICPR | An Approximate Bayesian Long Short- Term Memory Algorithm for Outlier Detection. | Chao Chen, Xiao Lin, Gabriel Terejanu |
| 2018 | IECON | Achieving Real-Time Quality of Service in Software Defined Networks. | Zhaoquan Gu, Yuexuan Wang, Xiao Lin |
| 2018 | ITNAC | Comparison of Two Sharing Modes for a Proposed Optical Enterprise-Access SDN Architecture. | Xiaoyu Wang, Xiao Lin, Weiqiang Sun, Malathi Veeraraghavan |
| 2018 | WWW | Online Compact Convexified Factorization Machine. | Xiao Lin, Wenpeng Zhang, Min Zhang, Wenwu Zhu, Jian Pei, Peilin Zhao, Junzhou Huang |
| 2017 | APCC | SDN-enabled headroom services for high-speed data transfers. | Fatma Alali, Xiao Lin, Malathi Veeraraghavan, Naoaki Yamanaka, Weiqiang Sun |
| 2017 | APWEB | Joint Factorizational Topic Models for Cross-City Recommendation. | Xiao Lin, Min Zhang, Yongfeng Zhang |
| 2017 | CIKM | Learning and Transferring Social and Item Visibilities for Personalized Recommendation. | Xiao Lin, Min Zhang, Yongfeng Zhang, Yiqun Liu, Shaoping Ma |
| 2017 | DASFAA | Boosting Moving Average Reversion Strategy for Online Portfolio Selection: A Meta-learning Approach. | Xiao Lin, Min Zhang, Yongfeng Zhang, Zhaoquan Gu, Yiqun Liu, Shaoping Ma |
| 2017 | HPSR | Performance of slotted store-and-forward (sSnF) optical circuit-switched networks - a simulation study. | Xiao Lin, Weiqiang Sun, Weisheng Hu |
| 2017 | MSWIM | Rendezvous with Utilities in Cognitive Radio Networks. | Xiao Lin, Zhaoquan Gu |
| 2017 | RecSys | Fairness-Aware Group Recommendation with Pareto-Efficiency. | Xiao Lin, Min Zhang, Yongfeng Zhang, Zhaoquan Gu, Yiqun Liu, Shaoping Ma |
| 2017 | WISE | How Does Fairness Matter in Group Recommendation. | Xiao Lin, Zhaoquan Gu |
| 2017 | WISE | Modeling Implicit Communities in Recommender Systems. | Xiao Lin, Zhaoquan Gu |
| 2017 | WISE | Coordinating Disagreement and Satisfaction in Group Formation for Recommendation. | Xiao Lin, Zhaoquan Gu |
| 2016 | ECCV | 3D Point Cloud Video Segmentation Based on Interaction Analysis. | Xiao Lin, Josep R. Casas, Montse Pards |
| 2016 | ECCV | Leveraging Visual Question Answering for Image-Caption Ranking. | Xiao Lin, Devi Parikh |
| 2016 | HPCA | MaPU: A novel mathematical computing architecture. | Donglin Wang, Xueliang Du, Leizu Yin, Chen Lin, Hong Ma, Weili Ren, Huijuan Wang, Xingang Wang, Shaolin Xie, Lei Wang, Zijun Liu, Tao Wang, Zhonghua Pu, Guangxin Ding, Mengchen Zhu, Lipeng Yang, Ruoshan Guo, Zhiwei Zhang, Xiao Lin, Jie Hao, Yongyong Yang, Wenqin Sun, Fabiao Zhou, NuoZhou Xiao, Qian Cui, Xiaoqin Wang |
| 2015 | CVPR | Don't just listen, use your imagination: Leveraging visual common sense for non-visual tasks. | Xiao Lin, Devi Parikh |
| 2015 | ICCV | Learning Common Sense through Visual Abstraction. | Ramakrishna Vedantam, Xiao Lin, Tanmay Batra, C. Lawrence Zitnick, Devi Parikh |
| 2015 | ICML | Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization. | Yuchen Zhang, Xiao Lin |
| 2015 | ICML | DiSCO: Distributed Optimization for Self-Concordant Empirical Loss. | Yuchen Zhang, Xiao Lin |
| 2015 | INFOCOM | Minimum control latency of dynamic networks. | Weiguo Dai, Zhaoquan Gu, Xiao Lin, Qiang-Sheng Hua, Francis C. M. Lau |
| 2015 | PSIVT | Time Consistent Estimation of End-Effectors from RGB-D Data. | Xiao Lin, Josep R. Casas, Montse Pards |
| 2014 | MSWIM | Deterministic distributed rendezvous algorithms for multi-radio cognitive radio networks. | Guyue Li, Zhaoquan Gu, Xiao Lin, Haosen Pu, Qiang-Sheng Hua |
| 2007 | ICCCN | A Service Level Agreement-based Web Services Performance. | Chuanchang Liu, Zhongwei Li, Junliang Chen, Xiao Lin, Dongtang Ma |
| 2006 | ICASSP | Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. | Haibin Huang, Susanto Rahardja, Xiao Lin, Rongshan Yu, Pasi Frnti |
| 2005 | ICASSP | Improving coding efficiency for MPEG-4 Audio Scalable Lossless coding. | Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko, Haibin Huang |
| 2005 | ISCAS | An adaptive edge-preserving artifacts removal filter for video post-processing. | Xiaokang Yang, Susu Yao, Keng Pang Lim, Xiao Lin, Susanto Rahardja, Feng Pan |
| 2005 | ISCAS | A post-processing algorithm using histogram-driven anisotropic diffusion. | Susu Yao, Keng Pang Lim, Xiao Lin, Susanto Rahardja |
| 2005 | ISCAS | Perceived visual quality metric based on error spread and contrast. | Susu Yao, Weisi Lin, Susanto Rahardja, Xiao Lin, Ee Ping Ong, Zhongkang Lu, Xiaokang Yang |
| 2005 | MMSP | Customer Adaptive Combined SNR and Spatial Scalability. | Zhengguo Li, Susanto Rahardja, Xiao Lin, Wei Yao |
| 2005 | MMSP | Integrated Evaluation of Temporal and Spatial Distortions for Low Bit-rate Videos. | Zhongkang Lu, Weisi Lin, Xiao Lin, Ee Ping Ong, Susu Yao |
| 2005 | MMSP | MPEG-4 Scalable to Lossless Audio Coding - Emerging International Standard for Digital Audio Compression. | Rongshan Yu, Xiao Lin, Susanto Rahardja, Haibin Huang |
| 2004 | ICASSP | A fast algorithm of integer MDCT for lossless audio coding. | Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin |
| 2004 | ICASSP | Geometrically determining leaky bucket parameters for video streaming over constant bit-rate channels. | Ping Li, Weisi Lin, Susanto Rahardja, Xiao Lin, Xiaokang Yang, Zhengguo Li |
| 2004 | ICASSP | Block INTER mode decision for fast encoding of H.264. | Dajun Wu, Si Wu, Keng Pang Lim, Feng Pan, Zhengguo Li, Xiao Lin |
| 2004 | ICASSP | A scalable lossy to lossless audio coder for MPEG-4 lossless audio coding. | Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chong Ko |
| 2004 | ICIP | Adaptive rate control for H.264. | Zhengguo Li, Feng Pan, Keng Pang Lim, Xiao Lin, Susanto Rahardja |
| 2004 | ICIP | Fast intra mode decision algorithm for H.264/AVC video coding. | Feng Pan, Xiao Lin, Susanto Rahardja, Keng Pang Lim, Zhengguo Li, Dajun Wu, Si Wu, C. All, W. Ye, Z. Liang |
| 2004 | ISCAS | Adaptive intra-frame quantization for very low bit rate video coding. | Feng Pan, Zhengguo Li, Keng Pang Lim, Xiao Lin, Susanto Rahardja, Si Wu, Dajun Wu |
| 2004 | ISCAS | A locally-adaptive algorithm for measuring blocking artifacts in images and videos. | Feng Pan, Xiao Lin, Susanto Rahardja, Weisi Lin, Ee Ping Ong, Susu Yao, Zhongkang Lu, Xiaokang Yang |
| 2004 | ISCAS | Local visual perceptual clues and its use in videophone rate control. | Xiaokang Yang, Weisi Lin, Zhongkang Lu, Xiao Lin, Susanto Rahardja, Ee Ping Ong, Susu Yao |
| 2003 | ICASSP | Bit-plane Golomb coding for sources with Laplacian distributions. | Rongshan Yu, Chi Chong Ko, Susanto Rahardja, Xiao Lin |
| 2003 | ICIP | A coding artifacts removal algorithm based on spatial and temporal regularization. | Susu Yao, Genan Feng, Xiao Lin, Keng Pang Lim, Weisi Lin |
| 2003 | ISCAS | Unequal packet loss resilience for MPEG-4 video over the Internet. | Xiaokang Yang, Ce Zhu, Zhengguo Li, Xiao Lin, Nam Ling |
| 2003 | ISCAS | An enhanced hexagonal search algorithm for block motion estimation. | Ce Zhu, Xiao Lin, Lap-Pui Chau |
| 2003 | VCIP | Post-processing for JPEG 2000 image coding using recursive line filtering based on a fuzzy control model. | Susu Yao, Susanto Rahardja, Xiao Lin, Keng Pang Lim, Zhongkang Lu |
| 2001 | ICASSP | A novel hexagon-based search algorithm for fast block motion estimation. | Ce Zhu, Xiao Lin, Lap-Pui Chau, Keng Pang Lim, Hock-Ann Ang, Choo-Yin Ong |
| 2000 | HiPC | Design, Implementation and Performance Evaluation of a High Performance CORBA Group Membership Protocol. | Shivakant Mishra, Xiao Lin |
| 2000 | ICASSP | Mixed excitation linear prediction coding of wideband speech at 8 kbps. | Weiran Lin, Soo Ngee Koh, Xiao Lin |
| 2000 | ISCC | A Standalone Video Communication System for Wireless Applications. | HonCheong Ng, HockLye Toh, Susanto Rahardja, Haibin Huang, Xiang Chen, Hui Lan, Xiao Lin |
| 1999 | ICASSP | Wideband speech coding with toll quality based on IA-model. | Ling Kok Ng, Gang Li, Xiao Lin, Guoan Bi |
| 1999 | MMSP | Recognition of emotional state from spoken sentences. | Xiao Lin, Yanqiu Chen, Soonleng Lim, Choonban Lim |
| 1999 | MMSP | Designing a PC-based real-time speech communication system. | Christopher K. C. Yap, Xiao Lin |
| 1994 | VTC | A mobile hi-fi digital audio broadcasting scheme. | Lajos Hanzo, Xiao Lin, Raymond Steele, William T. Webb |
| 1993 | ICASSP | Subband coding with modified multipulse LPC for high quality audio. | Xiao Lin, Raymond Steele |