| 2026 | ACL | ParseJargon: Personalized Real-time Jargon Support in Online Meetings. | Yifan Song, Wing Yee Au, Hon Yung Wong, Brian P. Bailey, Tal August |
| 2026 | ACL | Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction. | Yifan Song, Wenxuan Wendy Shi, Brian P. Bailey, Tal August |
| 2026 | ACL | EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval. | Yifan Song, Xingjian Tao, Zhicheng Yang, Yihong Luo, Jing Tang |
| 2026 | CHI | Supporting Learners' Use of Imperfect Generative Pedagogical Chatbots: The Role of Chatbot Response Uncertainty and Reduced Verbosity. | Tiffany Wenting Li, Yifan Song, Hari Sundaram, Karrie Karahalios |
| 2026 | CHI | Breaking the Curse of Knowledge: Toward Personalized Jargon Support in Online Meetings. | Yifan Song, Wing Yee Au, Hon Yung Wong, Brian P. Bailey, Tal August |
| 2026 | CRYPTO | Statistically Secure Asynchronous MPC with Linear Communication and 풪(n | Xiaoyu Ji, Yifan Song |
| 2026 | CRYPTO | Achieving Guaranteed Output Delivery MPC with Constant Rounds and Linear Communication in Minicrypt. | Junru Li, Yifan Song |
| 2026 | CRYPTO | Breaking the $\varOmega (|C|\kappa )$ Barrier on Garbled Circuit Size in the Random Oracle Model. | Junru Li, Yifan Song |
| 2026 | CRYPTO | Leakage-Tolerant Circuits Against sfAC | Yaohua Ma, Yifan Song |
| 2026 | EuroCrypt | Information-Theoretic Network-Agnostic MPC with Polynomial Communication. | Xiaoyu Ji, Chen-Da Liu-Zhang, Daniel Pllmann, Yifan Song |
| 2026 | EuroCrypt | Perfectly Secure Network-Agnostic MPC Comes for Free. | Xiaoyu Ji, Chen-Da Liu-Zhang, Yifan Song |
| 2026 | KDD | Signed Proximity Matters in Graph-based Recommendation. | Yifan Song, Renchi Yang, Jing Tang |
| 2026 | WWW | P-Aligner: Pre-Aligning LLMs via Principled Instruction Synthesis. | Feifan Song, Bofei Gao, Yifan Song, Yi Liu, Weimin Xiong, Yuyang Song, Tianyu Liu, Guoyin Wang, Houfeng Wang |
| 2026 | SIGCSE | From Data to Action: Empowering Students to Assess and Improve Teamwork with Cross-Tool Log Data. | Yifan Song, Ritika Vithani, Wenxuan Wendy Shi, Brian P. Bailey |
| 2026 | SIGCSE | RIPEL: A Data-Augmented Peer Evaluation System for Assessing Teamwork. | Wenxuan Wendy Shi, Jiaqi Linna Niu, Rohan Kumar, Yifan Song, Brian P. Bailey |
| 2026 | SIGIR | Mitigating Structural Overfitting: A Distribution-Aware Rectification Framework for Missing Feature Imputation. | Yifan Song, Fenglin Yu, Yihong Luo, Xingjian Tao, Siya Qiu, Kai Han, Jing Tang |
| 2025 | ACL | ISR: Self-Refining Referring Expressions for Entity Grounding. | Zhuocheng Yu, Bingchan Zhao, Yifan Song, Sujian Li, Zhonghui He |
| 2025 | ACL | Hierarchical Memory Organization for Wikipedia Generation. | Eugene J. Yu, Dawei Zhu, Yifan Song, Xiangyu Wong, Jiebin Zhang, Wenxuan Shi, Xiaoguang Li, Qun Liu, Sujian Li |
| 2025 | APWEB | Graph Contrastive Anomaly Detection Based on Beta Wavelet Multi-GNNs. | Yifan Song, Yu Yang, Kangzheng Liu, Feng Zhao |
| 2025 | CCS | Velox: Scalable Fair Asynchronous MPC from Lightweight Cryptography. | Akhil Bandarupalli, Xiaoyu Ji, Aniket Kate, Chen-Da Liu-Zhang, Daniel Pllmann, Yifan Song |
| 2025 | COLING | Exploring Fine-Grained Human Motion Video Captioning. | Bingchan Zhao, Xinyi Liu, Zhuocheng Yu, Tongchen Yang, Yifan Song, Mingyu Jin, Sujian Li, Yizhou Wang |
| 2025 | CRYPTO | Computationally Efficient Asynchronous MPC with Linear Communication and Low Additive Overhead. | Akhil Bandarupalli, Xiaoyu Ji, Aniket Kate, Chen-Da Liu-Zhang, Yifan Song |
| 2025 | CRYPTO | Towards Building Scalable Constant-Round MPC from Minimal Assumptions via Round Collapsing. | Vipul Goyal, Junru Li, Rafail Ostrovsky, Yifan Song |
| 2025 | CRYPTO | Constant-Round Asynchronous MPC with Optimal Resilience and Linear Communication. | Junru Li, Yifan Song |
| 2025 | CVPR | VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models. | Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu |
| 2025 | EMNLP | MPO: Boosting LLM Agents with Meta Plan Optimization. | Weimin Xiong, Yifan Song, Qingxiu Dong, Bingchan Zhao, Feifan Song, Xun Wang, Sujian Li |
| 2025 | EMNLP | More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression. | Jiebin Zhang, Dawei Zhu, Yifan Song, Wenhao Wu, Chuqiao Kuang, Xiaoguang Li, Lifeng Shang, Qun Liu, Sujian Li |
| 2025 | EuroCrypt | Honest Majority MPC with (|C|) Communication in Minicrypt. | Yifan Song, Xiaxi Ye |
| 2025 | ICASSP | Dynamic Soft Contrastive Learning for Time Series Anomaly Detection. | Yifan Song, Yu Liu, Shaolong Shu |
| 2025 | ICCV | Adding Additional Control to One-Step Diffusion with Joint Distribution Matching. | Yihong Luo, Tianyang Hu, Yifan Song, Jiacheng Sun, Zhenguo Li, Jing Tang |
| 2025 | ICLR | Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs. | Yuhan Chen, Yihong Luo, Yifan Song, Pengwen Dai, Jing Tang, Xiaochun Cao |
| 2025 | ICLR | Harnessing Webpage UIs for Text-Rich Visual Understanding. | Junpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue |
| 2025 | ICLR | MixEval-X: Any-to-any Evaluations from Real-world Data Mixture. | Jinjie Ni, Yifan Song, Deepanway Ghosal, Bo Li, David Junhao Zhang, Xiang Yue, Fuzhao Xue, Yuntian Deng, Zian Zheng, Kaichen Zhang, Mahir Shah, Kabir Jain, Yang You, Michael Shieh |
| 2025 | KDD | Urban Region Pre-training and Prompting: A Graph-based Approach. | Jiahui Jin, Yifan Song, Dong Kan, Haojia Zhu, Xiangguo Sun, Zhicheng Li, Xigang Sun, Jinghui Zhang |
| 2025 | NAACL | The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism. | Yifan Song, Guoyin Wang, Sujian Li, Bill Yuchen Lin |
| 2025 | STOC | Protecting Computations against Continuous Bounded-Communication Leakage. | Yuval Ishai, Yifan Song |
| 2025 | TCC | Honest Majority Constant-Round MPC with Linear Communication from One-Way Functions. | Junru Li, Yifan Song |
| 2024 | ACL | Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents. | Yifan Song, Da Yin, Xiang Yue, Jie Huang, Sujian Li, Bill Yuchen Lin |
| 2024 | ASIACRYPT | Perfectly-Secure Multiparty Computation with Linear Communication Complexity over Any Modulus. | Daniel Escudero, Yifan Song, Wenhao Wang |
| 2024 | ASIACRYPT | Dishonest Majority Constant-Round MPC with Linear Communication from DDH. | Vipul Goyal, Junru Li, Ankit Kumar Misra, Rafail Ostrovsky, Yifan Song, Chenkai Weng |
| 2024 | CCS | Multi-Verifier Zero-Knowledge Proofs for Any Constant Fraction of Corrupted Verifiers. | Daniel Escudero, Antigoni Polychroniadou, Yifan Song, Chenkai Weng |
| 2024 | CCS | Sublinear Distributed Product Checks on Replicated Secret-Shared Data over Z | Yun Li, Daniel Escudero, Yufei Duan, Zhicong Huang, Cheng Hong, Chao Zhang, Yifan Song |
| 2024 | CRYPTO | Towards Achieving Asynchronous MPC with Linear Communication and Optimal Resilience. | Vipul Goyal, Chen-Da Liu-Zhang, Yifan Song |
| 2024 | CRYPTO | Linear-Communication Asynchronous Complete Secret Sharing with Optimal Resilience. | Xiaoyu Ji, Junru Li, Yifan Song |
| 2024 | EMNLP | AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories. | Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li |
| 2024 | EMNLP | Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement. | Weimin Xiong, Yifan Song, Xiutian Zhao, Wenhao Wu, Xun Wang, Ke Wang, Cheng Li, Wei Peng, Sujian Li |
| 2024 | EMNLP | LongEmbed: Extending Embedding Models for Long Context Retrieval. | Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li |
| 2024 | EuroCrypt | Leakage-Tolerant Circuits. | Yuval Ishai, Yifan Song |
| 2024 | ICASSP | A Learning-Based Multi-Node Fusion Positioning Method Using Wearable Inertial Sensors. | Yifan Song, Songpengcheng Xia, Jiarui Yang, Ling Pei |
| 2024 | ICASSP | mmBaT: A Multi-Task Framework for Mmwave-Based Human Body Reconstruction and Translation Prediction. | Jiarui Yang, Songpengcheng Xia, Yifan Song, Qi Wu, Ling Pei |
| 2024 | ICLR | PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. | Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li |
| 2024 | INDIN | MPC-Based Trajectory Tracking Control for Independent Drive Vehicle with Differential Steering. | Yifan Song, Hui Jing, Junhua Liu, Huanqin Feng, Zishan Lin, Ming Li |
| 2024 | NAACL | CoUDA: Coherence Evaluation via Unified Data Augmentation. | Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li |
| 2024 | WWW | Link Recommendation to Augment Influence Diffusion with Provable Guarantees. | Xiaolong Chen, Yifan Song, Jing Tang |
| 2024 | SIGCSE | Programming Plagiarism Detection with Learner Data. | Yifan Song, Yuanxin Wang, Marshall An, Christopher Bogart, Majd Sakr |
| 2024 | SP | GAuV: A Graph-Based Automated Verification Framework for Perfect Semi-Honest Security of Multiparty Computation Protocols. | Xingyu Xie, Yifei Li, Wei Zhang, Tuowei Wang, Shizhen Xu, Jun Zhu, Yifan Song |
| 2024 | TCC | Perfectly-Secure MPC with Constant Online Communication Complexity. | Yifan Song, Xiaxi Ye |
| 2023 | EMNLP | InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective. | Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li |
| 2023 | EMNLP | Rationale-Enhanced Language Models are Better Continual Relation Learners. | Weimin Xiong, Yifan Song, Peiyi Wang, Sujian Li |
| 2023 | EuroCrypt | SuperPack: Dishonest Majority MPC with Constant Online Communication. | Daniel Escudero, Vipul Goyal, Antigoni Polychroniadou, Yifan Song, Chenkai Weng |
| 2023 | ICASSP | DocRED-FE: A Document-Level Fine-Grained Entity and Relation Extraction Dataset. | Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li |
| 2023 | ITiCSE | Can Generative Pre-trained Transformers (GPT) Pass Assessments in Higher Education Programming Courses? | Jaromr Savelka, Arav Agarwal, Christopher Bogart, Yifan Song, Majd Sakr |
| 2022 | CCS | TurboPack: Honest Majority MPC with Constant Online Communication. | Daniel Escudero, Vipul Goyal, Antigoni Polychroniadou, Yifan Song |
| 2022 | COLING | ConFiguRe: Exploring Discourse-level Chinese Figures of Speech. | Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li |
| 2022 | CRYPTO | Tight Bounds on the Randomness Complexity of Secure Multiparty Computation. | Vipul Goyal, Yuval Ishai, Yifan Song |
| 2022 | CRYPTO | Sharing Transformation and Dishonest Majority MPC with Packed Secret Sharing. | Vipul Goyal, Antigoni Polychroniadou, Yifan Song |
| 2022 | EMNLP | Calibrating Factual Knowledge in Pretrained Language Models. | Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li |
| 2022 | EMNLP | Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation. | Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui |
| 2022 | EuroCrypt | Private Circuits with Quasilinear Randomness. | Vipul Goyal, Yuval Ishai, Yifan Song |
| 2022 | IJCAI | Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances. | Shoujie Tong, Qingxiu Dong, Damai Dai, Yifan Song, Tianyu Liu, Baobao Chang, Zhifang Sui |
| 2022 | PKC | Storing and Retrieving Secrets on a Blockchain. | Vipul Goyal, Abhiram Kothapalli, Elisaweta Masserova, Bryan Parno, Yifan Song |
| 2022 | SIGCSE | Cheating Detection in Online Assessments via Timeline Analysis. | Jiameng Du, Yifan Song, Mingxiao An, Marshall An, Christopher Bogart, Majd Sakr |
| 2021 | CRYPTO | ATLAS: Efficient and Scalable MPC in the Honest Majority Setting. | Vipul Goyal, Hanjun Li, Rafail Ostrovsky, Antigoni Polychroniadou, Yifan Song |
| 2021 | CRYPTO | Unconditional Communication-Efficient MPC via Hall's Marriage Theorem. | Vipul Goyal, Antigoni Polychroniadou, Yifan Song |
| 2021 | CRYPTO | Traceable Secret Sharing and Applications. | Vipul Goyal, Yifan Song, Akshayaram Srinivasan |
| 2021 | EuroCrypt | Constant-Overhead Unconditionally Secure Multiparty Computation Over Binary Fields. | Antigoni Polychroniadou, Yifan Song |
| 2021 | ICONIP | Dynamic Network Embedding by Time-Relaxed Temporal Random Walk. | Yifan Song, Darong Lai, Zhihong Chong, Zeyuan Pan |
| 2021 | TCC | Blockchains Enable Non-interactive MPC. | Vipul Goyal, Elisaweta Masserova, Bryan Parno, Yifan Song |
| 2020 | CRYPTO | Guaranteed Output Delivery Comes Free in Honest Majority MPC. | Vipul Goyal, Yifan Song, Chenzhi Zhu |
| 2020 | ICPR | Deep Sea Robotic Imaging Simulator. | Yifan Song, David Nakath, Mengkun She, Furkan Elibol, Kevin Kser |
| 2020 | ICPR | Optimization of Multi-LED Setups for Underwater Robotic Vision Systems. | Yifan Song, Jan Sticklus, David Nakath, Emanuel Wenzlaff, Reinhard Koch, Kevin Kser |
| 2020 | VR | Dynamic Artificial Potential Fields for Multi-User Redirected Walking. | Tianyang Dong, Xianwei Chen, Yifan Song, Wenyuan Ying, Jing Fan |
| 2019 | CGI | A Novel Method of Multi-user Redirected Walking for Large-Scale Virtual Environments. | Tianyang Dong, Yifan Song, Yuqi Shen, Jing Fan |
| 2019 | CRYPTO | Communication-Efficient Unconditional MPC with Guaranteed Output Delivery. | Vipul Goyal, Yanyi Liu, Yifan Song |
| 2019 | EuroCrypt | Correlated-Source Extractors and Cryptography with Correlated-Random Tapes. | Vipul Goyal, Yifan Song |
| 2019 | VR | Simulation and Evaluation of Three-User Redirected Walking Algorithm in Shared Physical Spaces. | Tianyang Dong, Yifan Song, Yuqi Shen, Jing Fan |