| 2026 | AAAI | DoBlock: Blocking Malicious Association Propagation for Backdoor-Robust Federated Learning Under Domain Skew. | Zhou Tan, De Li, Yirui Huang, Duanshu Fang, Jia-Li Yin, Xiaolei Liu, Songze Li, Shouling Ji |
| 2026 | AAAI | Tackling Resource-Constrained and Data-Heterogeneity in Federated Learning with Double-Weight Sparse Pack. | Qiantao Yang, Liquan Chen, Mingfu Xue, Songze Li |
| 2026 | AAAI | Ellipsoid-Based Decision Boundaries for Open Intent Classification. | Yuetian Zou, Hanlei Zhang, Hua Xu, Songze Li, Long Xiao |
| 2026 | ACL | Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning. | Zhaoyan Gong, Zhiqiang Liu, Songze Li, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Lei Liang, Huajun Chen, Wen Zhang |
| 2026 | ACL | MASH: Evading Black-Box AI-Generated Text Detectors via Style Humanization. | Yongtong Gu, Songze Li, Xia Hu |
| 2026 | ACL | ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering. | Xiaoke Guo, Songze Li, Zhiqiang Liu, Zhaoyan Gong, Yuanxiang Liu, Huajun Chen, Wen Zhang |
| 2026 | ACL | What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning. | Songze Li, Xiaoke Guo, Tianqi Liu, Biao Yi, Zhaoyan Gong, Zhiqiang Liu, Huajun Chen, Wen Zhang |
| 2026 | ACL | CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs. | Yuanxiang Liu, Songze Li, Xiaoke Guo, Zhaoyan Gong, Qifei Zhang, Huajun Chen, Wen Zhang |
| 2026 | ICDE | LogDelta: Differential Encoding for Log Data. | Songze Li, Shaoxu Song, Zhitao Shen |
| 2026 | NDSS | Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography. | Songze Li, Jiameng Cheng, Yiming Li, Xiaojun Jia, Dacheng Tao |
| 2025 | CRYPTO | Resolving the Efficiency-Utility Dilemma of Threshold Linearly Homomorphic Encryption via Message-Space Adapter. | Yijia Chang, Rongmao Chen, Chao Lin, Songze Li, Xinyi Huang |
| 2025 | CVPR | DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders. | Sizai Hou, Songze Li, Duanyi Yao |
| 2025 | EMNLP | Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching. | Songze Li, Zhiqiang Liu, Zhengke Gui, Huajun Chen, Wen Zhang |
| 2025 | ICANN | MSfusion: A Dynamic Model Splitting Approach for Resource-Constrained Machines to Collaboratively Train Larger Models. | Jin Xie, Danny H. K. Tsang, Songze Li |
| 2025 | ICCV | VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos. | Jiashuo Yu, Yue Wu, Meng Chu, Zhifei Ren, Zizheng Huang, Pei Chu, Ruijie Zhang, Yinan He, Qirui Li, Songze Li, Zhenxiang Li, Zhongying Tu, Conghui He, Yu Qiao, Yali Wang, Yi Wang, Limin Wang |
| 2025 | ICLR | Agent-Oriented Planning in Multi-Agent Systems. | Ao Li, Yuexiang Xie, Songze Li, Fugee Tsung, Bolin Ding, Yaliang Li |
| 2025 | ICLR | Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel. | Zun Wang, Jialu Li, Yicong Hong, Songze Li, Kunchang Li, Shoubin Yu, Yi Wang, Yu Qiao, Yali Wang, Mohit Bansal, Limin Wang |
| 2025 | ICLR | TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning. | Xiangyu Zeng, Kunchang Li, Chenting Wang, Xinhao Li, Tianxiang Jiang, Ziang Yan, Songze Li, Yansong Shi, Zhengrong Yue, Yi Wang, Yali Wang, Yu Qiao, Limin Wang |
| 2025 | IWQoS | Securepay: Enabling Secure and Fast Payment Processing for Platform Economy. | Junru Lin, Mingzhe Liu, Songze Li, Xuechao Wang |
| 2025 | NDSS | Manifoldchain: Maximizing Blockchain Throughput via Bandwidth-Clustered Sharding. | Chunjiang Che, Songze Li, Xuechao Wang |
| 2025 | NDSS | URVFL: Undetectable Data Reconstruction Attack on Vertical Federated Learning. | Duanyi Yao, Songze Li, Xueluan Gong, Sizai Hou, Gaoning Pan |
| 2024 | ECCV | InternVideo2: Scaling Foundation Models for Multimodal Video Understanding. | Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He, Guo Chen, Baoqi Pei, Rongkun Zheng, Zun Wang, Yansong Shi, Tianxiang Jiang, Songze Li, Jilan Xu, Hongjie Zhang, Yifei Huang, Yu Qiao, Yali Wang, Limin Wang |
| 2024 | ICLR | Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit. | Duanyi Yao, Songze Li, Ye Xue, Jin Liu |
| 2024 | VTC | Joint User Association and Power Allocation in Multi-connectivity Enabled mmWave Networks: a Perspective of Rate Trade-off among Users. | Songze Li, Ailing Chen, Zhenzhou Tang |
| 2023 | GLOBECOM | Multi-Server Secure Aggregation with Unreliable Communication Links. | Kai Liang, Songze Li, Ming Ding, Youlong Wu |
| 2023 | ICML | Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning. | Yanbo Dai, Songze Li |
| 2023 | ICML | FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models. | Songze Li, Duanyi Yao, Jin Liu |
| 2023 | ISIT | Secure Gradient Aggregation for Wireless Multi-Server Federated Learning. | Zhenhao Huang, Songze Li, Kai Liang, Youlong Wu |
| 2023 | ISIT | Secure Embedding Aggregation for Federated Representation Learning. | Jiaxiang Tang, Jinbao Zhu, Songze Li, Lichao Sun |
| 2023 | ITW | Coded Distributed Computing for Hierarchical Multi-task Learning. | Haoyang Hu, Songze Li, Minquan Cheng, Youlong Wu |
| 2022 | ISIT | SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees. | Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire |
| 2022 | ISIT | Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. | Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang |
| 2022 | ISIT | Generalized Lagrange Coded Computing: A Flexible Computation-Communication Tradeoff. | Jinbao Zhu, Songze Li |
| 2020 | FC | Coded Merkle Tree: Solving Data Availability Attacks in Blockchains. | Mingchao Yu, Saeid Sahraei, Songze Li, Salman Avestimehr, Sreeram Kannan, Pramod Viswanath |
| 2020 | ISIT | PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously. | Songze Li, Mingchao Yu, Chien-Sheng Yang, Amir Salman Avestimehr, Sreeram Kannan, Pramod Viswanath |
| 2019 | AISTATS | Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy. | Qian Yu, Songze Li, Netanel Raviv, Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr |
| 2019 | PODC | Coded State Machine - Scaling State Machine Execution under Byzantine Faults. | Songze Li, Saeid Sahraei, Mingchao Yu, Salman Avestimehr, Sreeram Kannan, Pramod Viswanath |
| 2018 | ISIT | Compressed Coded Distributed Computing. | Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
| 2017 | ISIT | Communication-aware computing for edge processing. | Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
| 2016 | ACSSC | Coded distributed computing: Fundamental limits and practical challenges. | Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
| 2016 | GLOBECOM | A Unified Coding Framework for Distributed Computing with Straggling Servers. | Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
| 2016 | GLOBECOM | Edge-Facilitated Wireless Distributed Computing. | Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
| 2016 | ISIT | Fundamental tradeoff between computation and communication in distributed computing. | Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
| 2015 | ISIT | Rover-to-orbiter communication in Mars: Taking advantage of the varying topology. | Songze Li, David T. H. Kao, Amir Salman Avestimehr |
| 2014 | ICASSP | Power allocation for Gaussian multiple access channel with noisy cooperative links. | Songze Li, Emrah Akyol, Urbashi Mitra |
| 2013 | ICASSP | Cooperative spectrum sharing with joint receiver decoding. | Songze Li, Urbashi Mitra, Ashish Pandharipande |
| 2012 | CISS | Jointly cooperative decode-and-forward relaying for secondary spectrum access. | Songze Li, Urbashi Mitra, Vishnu V. Ratnam, Ashish Pandharipande |