| 2026 | AAAI | Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm. | Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu |
| 2026 | ACL | RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine. | Jiatan Huang, Mingchen Li, Zonghai Yao, Dawei Li, Yuxin Zhang, Zhichao Yang, Yongkang Xiao, Feiyun Ouyang, Xiaohan Li, Shuo Han, Hong Yu |
| 2026 | ACL | DRP: Distilled Reasoning Pruning with Mathematical Skill-aware Step Decomposition for Efficient Large Reasoning Models. | Yuxuan Jiang, Dawei Li, Francis Ferraro |
| 2026 | ACL | ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents. | Dawei Li, Yuguang Yao, Zhen Tan, Huan Liu, Ruocheng Guo |
| 2026 | ACL | Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning. | Renliang Sun, Wei Cheng, Dawei Li, Haifeng Chen, Wei Wang |
| 2026 | ACL | Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens. | Chengshuai Zhao, Zhen Tan, Pingchuan Ma, Dawei Li, Bohan Jiang, Yancheng Wang, Yingzhen Yang, Huan Liu |
| 2026 | PAKDD | From Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars? | Dawei Li, Abdullah Alnaibari, Arslan Bisharat, Manuel Sandoval, Deborah L. Hall, Yasin N. Silva, Huan Liu |
| 2025 | ADMA | Emotional Earth Mover's Distance for Fine-Grained Hierarchical Emotion Analysis. | Hai-Tao Yu, Dawei Li, Xin Kang |
| 2025 | CCS | Realizing Corrupted-Shard Tolerance: A Sharding Blockchain with Preserving Global Resilience. | Yizhong Liu, Andi Liu, Zhuocheng Pan, Yuxuan Hu, Jianwei Liu, Song Bian, Yuan Lu, Zhenyu Guan, Dawei Li, Meikang Qiu |
| 2025 | CIKM | Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era. | Dawei Li, Yue Huang, Ming Li, Tianyi Zhou, Xiangliang Zhang, Huan Liu |
| 2025 | CIKM | Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark. | Zhenhui Ou, Dawei Li, Zhen Tan, Wenlin Li, Huan Liu, Siyuan Song |
| 2025 | EMNLP | From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge. | Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, Kai Shu, Lu Cheng, Huan Liu |
| 2025 | EMNLP | LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment. | Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng |
| 2025 | NAACL | BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment. | Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen |
| 2025 | NAACL | CausalEval: Towards Better Causal Reasoning in Language Models. | Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan |
| 2025 | PAKDD | SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents. | Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen |
| 2025 | WWW | FLock: Robust and Privacy-Preserving Federated Learning based on Practical Blockchain State Channels. | Ruonan Chen, Ye Dong, Yizhong Liu, Tingyu Fan, Dawei Li, Zhenyu Guan, Jianwei Liu, Jianying Zhou |
| 2025 | WWW | Fully Anonymous Decentralized Identity Supporting Threshold Traceability with Practical Blockchain. | Yizhong Liu, Zedan Zhao, Boyu Zhao, Feiang Ran, Xun Lin, Dawei Li, Zhenyu Guan |
| 2025 | SP | CHLOE: Loop Transformation over Fully Homomorphic Encryption via Multi-Level Vectorization and Control-Path Reduction. | Song Bian, Zian Zhao, Ruiyu Shen, Zhou Zhang, Ran Mao, Dawei Li, Yizhong Liu, Masaki Waga, Kohei Suenaga, Zhenyu Guan, Jiafeng Hua, Yier Jin, Jianwei Liu |
| 2024 | ACL | Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning. | Yongqi Tong, Dawei Li, Sizhe Wang, Yujia Wang, Fei Teng, Jingbo Shang |
| 2024 | ACL | Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model. | Hengyuan Zhang, Yanru Wu, Dawei Li, Sak Yang, Rui Zhao, Yong Jiang, Fei Tan |
| 2024 | EACL | Contextualization Distillation from Large Language Model for Knowledge Graph Completion. | Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu |
| 2024 | EMNLP | DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. | Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen |
| 2024 | EMNLP | Large Language Models for Data Annotation and Synthesis: A Survey. | Zhen Tan, Dawei Li, Song Wang, Alimohammad Beigi, Bohan Jiang, Amrita Bhattacharjee, Mansooreh Karami, Jundong Li, Lu Cheng, Huan Liu |
| 2024 | IJCNN | Alleviating Semantic Drift in Multi-Hop Question Answering on Knowledge Graphs with Bidirectional Semantics. | Mingcai Yuan, Qiang Lu, Xianhao Zeng, Jake Luo, Dawei Li |
| 2024 | NAACL | READ: Improving Relation Extraction from an ADversarial Perspective. | Dawei Li, William Hogan, Jingbo Shang |
| 2024 | SecureComm | Threshold Key Management and Signature in Dynamic Distributed System. | Kang Chen, Daojing He, Lei Chen, Dawei Li |
| 2023 | EMNLP | Multi-level Contrastive Learning for Script-based Character Understanding. | Dawei Li, Hengyuan Zhang, Yanran Li, Shiping Yang |
| 2023 | ICLR | Instance-wise Batch Label Restoration via Gradients in Federated Learning. | Kailang Ma, Yu Sun, Jian Cui, Dawei Li, Zhenyu Guan, Jianwei Liu |
| 2023 | ICLR | NTK-SAP: Improving neural network pruning by aligning training dynamics. | Yite Wang, Dawei Li, Ruoyu Sun |
| 2023 | KSEM | Contextual Information Augmented Few-Shot Relation Extraction. | Tian Wang, Zhiguang Wang, Rongliang Wang, Dawei Li, Qiang Lu |
| 2023 | MICCAI | DiffuseIR: Diffusion Models for Isotropic Reconstruction of 3D Microscopic Images. | Mingjie Pan, Yulu Gan, Fangxu Zhou, Jiaming Liu, Ying Zhang, Aimin Wang, Shanghang Zhang, Dawei Li |
| 2023 | MICCAI | Retinal Thickness Prediction from Multi-modal Fundus Photography. | Yihua Sun, Dawei Li, Seongho Kim, Ya Xing Wang, Jinyuan Wang, Tien Yin Wong, Hongen Liao, Su Jeong Song |
| 2023 | TrustCom | FPHammer: A Device Identification Framework based on DRAM Fingerprinting. | Dawei Li, Di Liu, Yangkun Ren, Ziyi Wang, Yu Sun, Zhenyu Guan, Qianhong Wu, Jianwei Liu |
| 2022 | ACCV | Foreground-Specialized Model Imitation for Instance Segmentation. | Dawei Li, Wenbo Li, Hongxia Jin |
| 2022 | ACL | C³KG: A Chinese Commonsense Conversation Knowledge Graph. | Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Chen Wei, Jianwei Cui, Bin Wang |
| 2022 | COMPSAC | Chinese Medical Named Entity Recognition Based on Multi-word Segmentation and Multi-layer BILSTM. | Dawei Li, Jianqiang Li, Zhichao Zhu, Tariq Mahmood |
| 2022 | ICANN | Nesterov Adam Iterative Fast Gradient Method for Adversarial Attacks. | Cheng Chen, Zhiguang Wang, Yongnian Fan, Xue Zhang, Dawei Li, Qiang Lu |
| 2022 | IJCNLP | Fine-grained Contrastive Learning for Definition Generation. | Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li |
| 2022 | KSEM | PUF-Based Intellectual Property Protection for CNN Model. | Dawei Li, Yangkun Ren, Di Liu, Zhenyu Guan, Qianyun Zhang, Yanzhao Wang, Jianwei Liu |
| 2021 | ICLR | RMSprop converges with proper hyper-parameter. | Naichen Shi, Dawei Li, Mingyi Hong, Ruoyu Sun |
| 2021 | ICPP | Distributed Game-Theoretical Route Navigation for Vehicular Crowdsensing. | En Wang, Dongming Luan, Yongjian Yang, Zihe Wang, Pengmin Dong, Dawei Li, Wenbin Liu, Jie Wu |
| 2021 | ISPA | A Blockchain-based Verified Locating Scheme for IoT Devices. | Zhenyu Guan, Xiaoqing Wen, Dawei Li, Mai Xu, Haihua Li |
| 2021 | ISPA | Off-chain Anonymous Payment Channel Scheme based on Mimblewimble. | Zhenyu Guan, Lixin Zhang, Yingpeng Zhang, Dawei Li, Yu Sun, Jian Cui |
| 2021 | ISPA | Unified Authentication Scheme for IoT Blockchain Based on PUF. | Dawei Li, Yingxian Song, Lixin Zhang, Di Liu, Baoquan Ma, Zhenyu Guan |
| 2021 | ISPA | Secure Vehicle Platooning Protocol for 5G C-V2X. | Feifei Liu, Di Liu, Yu Sun, Dawei Li, Jian Cui, Zhenyu Guan, Jianwei Liu |
| 2021 | ISPA | SRAM-PUF Based Lightweight Mutual Authentication Scheme for IoT. | Yongqing Zhu, Zhenyu Guan, Ziyi Wang, Dawei Li, Yawei Wang, Mai Xu |
| 2021 | IWQoS | Joint Optimization of Multi-user Computing Offloading and Service Caching in Mobile Edge Computing. | Zhenyu Zhang, Huan Zhou, Dawei Li |
| 2021 | MASS | Distributed Game-Theoretical Task Offloading for Mobile Edge Computing. | En Wang, Pengmin Dong, Yuanbo Xu, Dawei Li, Liang Wang, Yongjian Yang |
| 2020 | ACISP | A Blockchain-Based Resource Supervision Scheme for Edge Devices Under Cloud-Fog-End Computing Models. | Tongchen Wang, Jianwei Liu, Dawei Li, Qianhong Wu |
| 2020 | CVPR | MISC: Multi-Condition Injection and Spatially-Adaptive Compositing for Conditional Person Image Synthesis. | Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, Boxin Shi |
| 2020 | ECCV | Conditional Image Repainting via Semantic Bridge and Piecewise Value Function. | Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, Boxin Shi |
| 2020 | FNC | The Application of Smart Meter in the Management of Electric Vehicle Charging Facilities. | Haotian Liu, Xi Zhu, Zhenfeng Xiao, Yefan Wu, Peizhe Li, Dawei Li, Kai Deng, Shuncheng Liu |
| 2020 | FNC | Exploration and Research on the Construction Method of Ubiquitous Power Internet of Things for Prefecture-level Power Supply Companies. | Yefan Wu, Mi Zhang, Wenli Li, Zhenfeng Xiao, Peizhe Li, Dawei Li, Haotian Liu, Kai Deng |
| 2020 | FNC | Preliminary Study on Regional Technology Architecture and Planning of Ubiquitous Power Internet of Things Part One Overall Architecture. | Zhenfeng Xiao, Wenli Li, Yefan Wu, Peizhe Li, Dawei Li, Jin Chen, Lin Zhang, Xiangrui Liu, Xiangtian Deng |
| 2020 | ICA3PP | FleetChain: A Secure Scalable and Responsive Blockchain Achieving Optimal Sharding. | Yizhong Liu, Jianwei Liu, Dawei Li, Hui Yu, Qianhong Wu |
| 2020 | ICCCN | Towards Optimal System Deployment for Edge Computing: A Preliminary Study. | Dawei Li, Chigozie Asikaburu, Boxiang Dong, Huan Zhou, Sadoon Azizi |
| 2020 | ICCCN | A Q-learning based Method for Energy-Efficient Computation Offloading in Mobile Edge Computing. | Kai Jiang, Huan Zhou, Dawei Li, Xuxun Liu, Shouzhi Xu |
| 2020 | INFOCOM | Detection of Temporal Communities in Mobile Social Networks. | Mengni Ruan, Huan Zhou, Dawei Li, Xuxun Liu, Qingyong Deng |
| 2020 | WACV | Class-incremental Learning via Deep Model Consolidation. | Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo |
| 2020 | WACV | Regularize, Expand and Compress: NonExpansive Continual Learning. | Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu, Heming Zhang, Yalin Wang |
| 2019 | IJCAI | Talking Face Generation by Conditional Recurrent Adversarial Network. | Yang Song, Jingwen Zhu, Dawei Li, Andy Wang, Hairong Qi |
| 2019 | TrustCom | AgentChain: A Decentralized Cross-Chain Exchange System. | Dawei Li, Jianwei Liu, Zongxun Tang, Qianhong Wu, Zhenyu Guan |
| 2018 | AAAI | DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices. | Dawei Li, Xiaolong Wang, Deguang Kong |
| 2018 | CIS | GIMI: A New Evaluation Index for 3D Multimodal Medical Image Fusion. | Na Wang, Wenyao Zhang, Dawei Li |
| 2018 | HCI | Interactive Visualization of People's Daily. | Xiaohui Wang, Jingyan Qin, Dawei Li |
| 2018 | IJCAI | Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices. | Jie Zhang, Xiaolong Wang, Dawei Li, Yalin Wang |
| 2017 | DAC | Adaptive Thermal Management for 3D ICs with Stacked DRAM Caches. | Dawei Li, Kaicheng Zhang, Akhil Guliani, Seda Ogrenci Memik |
| 2016 | CloudCom | Utility-Based Scheduling for Periodic Tasks with Multiple Parallelization Options. | Dawei Li, Jie Wu |
| 2016 | IGARSS | Remote sensing observations of phytoplankton bloom induced by an anti-cyclonic eddy. | Dawei Li |
| 2016 | IGARSS | The effects of wave breaking on scatterometer wind retrieval. | Dawei Li, Hui Shen, Chongguang Shen, Baoshu Yin |
| 2015 | ICCCN | FCell: Towards the Tradeoffs in Designing Data Center Network Architectures. | Dawei Li, Jie Wu |
| 2015 | ICCD | A methodology for power characterization of associative memories. | Dawei Li, Siddhartha Joshi, Seda Ogrenci Memik, James Hoff, Sergo Jindariani, Tiehui Liu, Jamieson Olsen, Nhan Tran |
| 2015 | ICPP | Dual-centric Data Center Network Architectures. | Dawei Li, Jie Wu, Zhiyong Liu, Fa Zhang |
| 2015 | ISCAS | On-chip integration of thermoelectric energy harvesting in 3D ICs. | Dawei Li, Seda Ogrenci Memik, Lawrence J. Henschen |
| 2015 | IGARSS | Bio-physical responses to the Typhoon Nari (2013) observed by multi-satellites. | Dawei Li, Hui Shen |
| 2015 | IGARSS | Evaluating the effect of rain on HY-2A scatterometer measurements. | Dawei Li, Hui Shen |
| 2015 | ISM | A Novel Unsupervised 2-Stage k-NN Re-Ranking Algorithm for Image Retrieval. | Dawei Li, Mooi Choo Chuah |
| 2015 | MMSys | EMOD: an efficient on-device mobile visual search system. | Dawei Li, Mooi Choo Chuah |
| 2015 | UIC | Large Scale Distributed Information System Emulation Platform Based on Cloud Computing Technology. | Dawei Li |
| 2014 | ICPP | Energy-Aware Scheduling for Aperiodic Tasks on Multi-core Processors. | Dawei Li, Jie Wu |
| 2014 | INFOCOM | On the design and analysis of Data Center Network architectures for interconnecting dual-port servers. | Dawei Li, Jie Wu |
| 2014 | IPCCC | Joint power optimization through VM placement and flow scheduling in data centers. | Dawei Li, Jie Wu, Zhiyong Liu, Fa Zhang |
| 2014 | IGARSS | A new polarization ratio model from platform-borne scatterometer data. | Dawei Li, Hui Shen |
| 2014 | Mobisys | Demo: lehigh explorer augmented campus tour (LACT). | Dawei Li, Mooi Choo Chuah, Li Tian |
| 2013 | ICCD | Integrating thermocouple sensors into 3D ICs. | Dawei Li, Ji-Hoon Kim, Seda Ogrenci Memik |
| 2012 | ICMLA | Real-Time Statistical Background Learning for Foreground Detection under Unstable Illuminations. | Dawei Li, Lihong Xu, Erik D. Goodman |
| 2012 | ICPP | Energy-Aware Scheduling for Frame-Based Tasks on Heterogeneous Multiprocessor Platforms. | Dawei Li, Jie Wu |
| 2011 | GLOBECOM | Evaluation of Security Vulnerabilities by Using ProtoGENI as a Launchpad. | Dawei Li, Xiaoyan Hong, Jason Bowman |
| 2011 | ISDA | Pedestrian detection using background subtraction assisted Support Vector Machine. | Yuan Xu, Lihong Xu, Dawei Li, Yang Wu |
| 2010 | ICARCV | Online background learning for illumination-robust foreground detection. | Dawei Li, Lihong Xu, Erik D. Goodman |
| 2009 | ICNC | Footprint Calculation for a Reusable Launch Vehicle Based on Dynamics Programming. | Bo Yang, Chenghao Wu, Dawei Li, Jing Hu |
| 2009 | ICPADS | Partitioned Computation to Accelerate Scalar Multiplication for Elliptic Curve Cryptosystems. | Keke Wu, Dawei Li, Huiyun Li, Tingding Chen, Fengqi Yu |
| 2008 | ISPA | A Comparative Evaluation of Mode Switching Techniques. | Chuanyi Liu, Xiangshi Ren, Dawei Li |