| 2026 | AAAI | SkySplat: Generalizable 3D Gaussian Splatting from Multi-Temporal Sparse Satellite Images. | Xuejun Huang, Xinyi Liu, Yi Wan, Zhi Zheng, Bin Zhang, Mingtao Xiong, Yingying Pei, Yongjun Zhang |
| 2026 | ACL | Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data. | Fengxian Dong, Zhi Zheng, Xiao Han, Wei Chen, Jingqing Ruan, Tong Xu, Yong Chen, Enhong Chen |
| 2026 | ACL | VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit. | Junda Lin, Zhaomeng Zhou, Zhi Zheng, Shuochen Liu, Tong Xu, Yong Chen, Enhong Chen |
| 2026 | CHI | OpenCD: Empowering Diagnosis of Children's Mathematical Cognition through Open-ended Multimodal Tasks. | Zhi Zheng, Chun Yu, Weihao Chen, Minzheng Song, Binglin Liu, Jianyang Liu, Shiyi Wang, Xutong Wang, Jie Cai, Yuanchun Shi |
| 2026 | WWW | How Human Experts Educate Specialized LLMs: Filling Knowledge Gaps in KG-Augmented Generation through Hallucination Detection. | Chaofan Li, Lixing Chen, Junhua Tang, Yang Bai, Yutong Zhang, Zhi Zheng, Pan Zhou, Zhe Qu |
| 2026 | WWW | Token-level Collaborative Alignment for LLM-based Generative Recommendation. | Fake Lin, Binbin Hu, Zhi Zheng, Xi Zhu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Tong Xu |
| 2026 | SIGIR | STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering. | Wei Chen, Lili Zhao, Zhi Zheng, Huijun Hou, Tong Xu |
| 2025 | AAAI | Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation. | Yuyang Ye, Zhi Zheng, Yishan Shen, Tianshu Wang, Hengruo Zhang, Peijun Zhu, Runlong Yu, Kai Zhang, Hui Xiong |
| 2025 | AAAI | Multi-Branch Self-Drafting for LLM Inference Acceleration. | Zipeng Gao, Qingrong Xia, Tong Xu, Xinyu Duan, Zhi Zheng, Zhefeng Wang, Enhong Chen |
| 2025 | AAAI | Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. | Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen |
| 2025 | ACL | AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models. | Qi Liu, Jingqing Ruan, Hao Li, Haodong Zhao, Desheng Wang, Jiansong Chen, Guanglu Wan, Xunliang Cai, Zhi Zheng, Tong Xu |
| 2025 | COLING | MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval. | Tong Bao, Che Liu, Derong Xu, Zhi Zheng, Tong Xu |
| 2025 | EMNLP | Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs. | Wei Chen, Zhi Zheng, Lili Zhao, Huijun Hou, Tong Xu |
| 2025 | EMNLP | Think and Recall: Layer-Level Prompting for Lifelong Model Editing. | Jinke Wang, Zenan Ying, Qi Liu, Wei Chen, Tong Xu, Huijun Hou, Zhi Zheng |
| 2025 | ICML | Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design. | Zhi Zheng, Zhuoliang Xie, Zhenkun Wang, Bryan Hooi |
| 2025 | ICML | CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention. | Han Li, Fei Liu, Zhi Zheng, Yu Zhang, Zhenkun Wang |
| 2025 | IJCAI | Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling. | Tianhui Ma, Shuyao Wang, Zhi Zheng, Hui Xiong |
| 2025 | ICRA | Combined Modal Robust Cascade Control for Wheeled Self-Reconfigurable Robots Under Drive Failure and Safety Threat. | Tao Jiang, Jianxiang Wang, Zhi Zheng, Rongqin Mo, Yizhuo Sun |
| 2025 | ICRA | Language-Guided Object-Centric Diffusion Policy for Generalizable and Collision-Aware Manipulation. | Hang Li, Qian Feng, Zhi Zheng, Jianxiang Feng, Zhaopeng Chen, Alois Knoll |
| 2025 | KDD | LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning. | Shengming Zhang, Le Zhang, Jingbo Zhou, Zhi Zheng, Hui Xiong |
| 2025 | KSEM | Large Language Models Are Not Stable Recommender Systems: A Position Bias Perspective. | Tianhui Ma, Yuan Cheng, Zhi Zheng, Hengshu Zhu, Hui Xiong |
| 2025 | WWW | Unleashing the Power of Large Language Model for Denoising Recommendation. | Shuyao Wang, Zhi Zheng, Yongduo Sui, Hui Xiong |
| 2024 | AAAI | A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction. | Wenshuo Chao, Zhaopeng Qiu, Likang Wu, Zhuoning Guo, Zhi Zheng, Hengshu Zhu, Hao Liu |
| 2024 | AAAI | Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret. | Rui Sun, Zhi Zheng, Zhenkun Wang |
| 2024 | AAAI | Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations. | Likang Wu, Zhaopeng Qiu, Zhi Zheng, Hengshu Zhu, Enhong Chen |
| 2024 | APWEB | Modal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval. | Tong Bao, Tong Xu, Derong Xu, Zhi Zheng |
| 2024 | APWEB | MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction. | Liu Che, Tong Xu, Qi Liu, Zhi Zheng, Jingyu Peng, Enhong Chen |
| 2024 | CHI | MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention. | Ruolan Wu, Chun Yu, Xiaole Pan, Yujia Liu, Ningning Zhang, Yue Fu, Yuhan Wang, Zhi Zheng, Li Chen, Qiaolei Jiang, Xuhai Xu, Yuanchun Shi |
| 2024 | CIKM | UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models. | Qi Liu, Yongyi He, Tong Xu, Defu Lian, Che Liu, Zhi Zheng, Enhong Chen |
| 2024 | EMNLP | Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition. | Wei Chen, Lili Zhao, Zhi Zheng, Tong Xu, Yang Wang, Enhong Chen |
| 2024 | EMNLP | Make Large Language Model a Better Ranker. | Wenshuo Chao, Zhi Zheng, Hengshu Zhu, Hao Liu |
| 2024 | EMNLP | Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding. | Ziqi Wang, Chen Zhu, Zhi Zheng, Xinhang Li, Tong Xu, Yongyi He, Qi Liu, Ying Yu, Enhong Chen |
| 2024 | ICCAD | Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. | Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi |
| 2024 | ICML | DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems. | Zhi Zheng, Shunyu Yao, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Ke Tang |
| 2024 | IROS | Intention-Aware Planner for Robust and Safe Aerial Tracking. | Qiuyu Ren, Huan Yu, Jiajun Dai, Zhi Zheng, Jun Meng, Li Xu, Chao Xu, Fei Gao, Yanjun Cao |
| 2024 | IROS | Tracking Control with Uncertainty Smoothing Estimation under Aggressive Maneuvers of Aerial Vehicles. | Hao Zhang, Tao Jiang, Jianchuan Ye, Senqi Tan, Zhi Zheng |
| 2024 | IROS | Segmented Safety Docking Control for Mobile Self-Reconfigurable Robots. | Zhi Zheng, Tao Jiang, Senqi Tan, Hao Zhang, Jianchuan Ye |
| 2024 | WWW | Harnessing Large Language Models for Text-Rich Sequential Recommendation. | Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu, Hengshu Zhu, Hui Xiong |
| 2024 | SIGIR | MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment. | Zhi Zheng, Xiao Hu, Shanshan Gao, Hengshu Zhu, Hui Xiong |
| 2024 | RO-MAN | An Exploration into the Design of Multi-Session Robot-Mediated Joint Attention Intervention for Young Children with Autism. | Guangtao Nie, Zhi Zheng, Amy R. Swanson, Amy S. Weitlauf, Zachary E. Warren, Nilanjan Sarkar |
| 2024 | WISE | Enhancing Complex Question Answering via LLM Pseudo-Document and Adaptive Retrieval. | Jin Zhou, Zhi Zheng, Yuanjie Lyu, Tong Xu |
| 2024 | WSDM | Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. | Shuyao Wang, Yongduo Sui, Jiancan Wu, Zhi Zheng, Hui Xiong |
| 2023 | AAAI | Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns. | Ervine Zheng, Qi Yu, Zhi Zheng |
| 2023 | ICML | Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery. | Dingrong Wang, Deep Shankar Pandey, Krishna Prasad Neupane, Zhiwei Yu, Ervine Zheng, Zhi Zheng, Qi Yu |
| 2023 | IGARSS | M2-CDNet: A Multi-Scale and Multi-Level Network for Remote Sensing Image Change Detection. | Qiong Wu, Zhi Zheng, Yi Wan, Yongjun Zhang |
| 2023 | IROS | Roller-Quadrotor: A Novel Hybrid Terrestrial/Aerial Quadrotor with Unicycle-Driven and Rotor-Assisted Turning. | Zhi Zheng, Jin Wang, Yuze Wu, Qifeng Cai, Huan Yu, Ruibin Zhang, Jie Tu, Jun Meng, Guodong Lu, Fei Gao |
| 2023 | KDD | BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment. | Xiao Hu, Yuan Cheng, Zhi Zheng, Yue Wang, Xinxin Chi, Hengshu Zhu |
| 2023 | KDD | Doctor Specific Tag Recommendation for Online Medical Record Management. | Yejing Wang, Shen Ge, Xiangyu Zhao, Xian Wu, Tong Xu, Chen Ma, Zhi Zheng |
| 2023 | RecSys | Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach. | Zhi Zheng, Ying Sun, Xin Song, Hengshu Zhu, Hui Xiong |
| 2023 | SMC | Adaptive Perturbation Suppression Control for Multiple Nonholonomic Mobile Robot Clusters Against Composite Motion Constraints. | Zhi Zheng, Xiaojie Su, Tao Jiang, Peng Shi |
| 2022 | HCI | Theory of Mind Assessment with Human-Human and Human-Robot Interactions. | Trent Rabe, Anisa Callis, Zhi Zheng, Jamison Heard, Reynold Bailey, Cecilia O. Alm |
| 2022 | IGARSS | Fine-Grained Continual Learning for SAR Target Recognition. | Zhi Zheng, Xiangli Nie, Bo Zhang |
| 2022 | KDD | DDR: Dialogue Based Doctor Recommendation for Online Medical Service. | Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu, Enhong Chen, Xiangyu Zhao |
| 2022 | WWW | CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱. | Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, Hui Xiong |
| 2021 | COMPSAC | A Data Science Solution for Supporting Social and Economic Analysis. | Yubo Chen, Carson K. Leung, Hao Li, Siyuan Shang, Wanmeng Wang, Zhi Zheng |
| 2021 | IGARSS | Range Unambiguous Wide Swath Imaging with Frequency Diverse Array Scansar. | Yi Liao, Chunlin Wu, Guanghui Zeng, Zhi Zheng |
| 2021 | IGARSS | Frequency Diverse Array Design for Deceptive Jamming Suppression Using Particle Swarm Optimization. | Yi Liao, Guanghui Zeng, Chunlin Wu, Wen-Qin Wang, Zhi Zheng |
| 2021 | WWW | Drug Package Recommendation via Interaction-aware Graph Induction. | Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen |
| 2020 | AMIA | Can A Robot Encourage Physical Exercise for Older Adults? A Pilot Robot-Mediated Tai Chi Exercise Study. | Zhi Zheng, Mayesha Sahir Mim, Hyunkyoung Oh, Yura Lee, Wonchan Choi |
| 2020 | EMNLP | BERT-QE: Contextualized Query Expansion for Document Re-ranking. | Zhi Zheng, Kai Hui, Ben He, Xianpei Han, Le Sun, Andrew Yates |
| 2020 | IGARSS | DEM Extraction from Airborne Lidar Point Cloud in Thick-Forested Areas via Convolutional Neural Network. | Yongjun Zhang, Sizhe Xiang, Yi Wan, Hui Cao, Yimin Luo, Zhi Zheng |
| 2019 | HCI | Facial Expression Recognition for Children: Can Existing Methods Tuned for Adults Be Adopted for Children? | Zhi Zheng, Xingliang Li, Jaclyn A. Barnes, Chung Hyuk Park, Myounghoon Jeon |
| 2019 | IGARSS | Nufft-Based Algorithm for Bistatic Sar Imaging Via Cooperative High-Orbit and Low-Orbit Satellites. | Yu Zhu, Zheng Lv, Wen-Qin Wang, Yi Liao, Shunsheng Zhang, Zhi Zheng |
| 2019 | IGARSS | Mosaic SAR Imaging Algorithm Using SPECAN Technique. | Yi Liao, Zhi Zheng, Shunsheng Zhang |
| 2018 | HCI | Non-invasive Gaze Direction Estimation from Head Orientation for Human-Machine Interaction. | Zhi Zheng, Yuguang Wang, Jaclyn A. Barnes, Xingliang Li, Chung Hyuk Park, Myounghoon Jeon |
| 2018 | IGARSS | Deceptive Jamming on Space-Borne Sar Using Frequency Diverse Array. | Yu Zhu, Hui Wang, Shunsheng Zhang, Zhi Zheng, Wen-Qin Wang |
| 2018 | RO-MAN | Predicting Response to Joint Attention Performance in Human-Human Interaction Based on Human-Robot Interaction for Young Children with Autism Spectrum Disorder. | Guangtao Nie, Zhi Zheng, Jazette Johnson, Amy R. Swanson, Amy S. Weitlauf, Zachary E. Warren, Nilanjan Sarkar |
| 2017 | RO-MAN | Both "look and feel" matter: Essential factors for robotic companionship. | Seyedeh Maryam FakhrHosseini, Dylan Lettinga, Eric Vasey, Zhi Zheng, Myounghoon Jeon, Chung Hyuk Park, Ayanna M. Howard |
| 2015 | HCI | Design of a Computer-Assisted System for Teaching Attentional Skills to Toddlers with ASD. | Zhi Zheng, Qiang Fu, Huan Zhao, Amy Swanson, Amy Weitlauf, Zachary Warren, Nilanjan Sarkar |
| 2014 | HCI | Responses during Facial Emotional Expression Recognition Tasks Using Virtual Reality and Static IAPS Pictures for Adults with Schizophrenia. | Esubalew Bekele, Dayi Bian, Zhi Zheng, Joel Peterman, Sohee Park, Nilanjan Sarkar |
| 2014 | HCI | Multimodal Interfaces and Sensory Fusion in VR for Social Interactions. | Esubalew Bekele, Joshua W. Wade, Dayi Bian, Lian Zhang, Zhi Zheng, Amy Swanson, Medha Shukla Sarkar, Zachary Warren, Nilanjan Sarkar |
| 2014 | ICRA | Autonomous robot-mediated imitation learning for children with autism. | Zhi Zheng, Shuvajit Das, Eric M. Young, Amy Swanson, Zachary Warren, Nilanjan Sarkar |
| 2013 | HCI | A Step towards Adaptive Multimodal Virtual Social Interaction Platform for Children with Autism. | Esubalew Bekele, Mary Young, Zhi Zheng, Lian Zhang, Amy Swanson, Rebecca Johnston, Julie Davidson, Zachary Warren, Nilanjan Sarkar |
| 2013 | HCI | Virtual Reality-Based Facial Expressions Understanding for Teenagers with Autism. | Esubalew Bekele, Zhi Zheng, Amy Swanson, Julie Davidson, Zachary Warren, Nilanjan Sarkar |
| 2010 | CEC | Unsupervised evolutionary clustering algorithm for mixed type data. | Zhi Zheng, Maoguo Gong, Jingjing Ma, Licheng Jiao, Qiaodi Wu |
| 2005 | WCNC | On the performance of metro-scale ad hoc networks. | Rajendra V. Boppana, Zhi Zheng |
| 2003 | CW | Optimized Neighbour Prefetch and Cache for Client-server Based Walkthrough. | Zhi Zheng, Tony K. Y. Chan |