| 2026 | ACL | Challenging the Explanation Based on Preceding Tokens: Discovering Transferable Non-Literal Biasing. | Yuchen Huang, Junpeng Zhang, Quanshi Zhang |
| 2026 | ICDE | CCD-Level and Load-Aware Thread Orchestration for in-Memory Vector ANNS on Multi-Core CPUs. | Yuchen Huang, Baiteng Ma, Yiping Sun, Yang Shi, Xiao Chen, Xiaocheng Zhong, Zhiyong Wang, Yao Hu, Chuliang Weng |
| 2026 | ISCA | Don't Surrender to Low QPS/$: Fast and Cost-Efficient ANNS with TridentANN. | Yuchen Huang, Baiteng Ma, Erci Xu, Chuliang Weng |
| 2025 | ACL | MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration. | Zhitao He, Sandeep Polisetty, Zhiyuan Fan, Yuchen Huang, Shujin Wu, Yi R. Fung |
| 2025 | EMNLP | MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness. | Junsheng Huang, Zhitao He, Yuchen Huang, Sandeep Polisetty, Qingyun Wang, Yi R. Fung |
| 2025 | ICASSP | Deep Model Pruning without Finetuning for Few Category Datasets. | Yuchen Huang, Jie Xie, Cheng Wu |
| 2025 | ICTAI | QuFormer: Query-Based Transformer for Adversarial Feature Separation. | Yuchen Huang, Yong Yu |
| 2025 | TrustCom | TrapLLM: An LLM-powered Interactive Log-based Honeypot for Real-world Network Attacks. | Yunjun Ma, Gangyan Zeng, Peng Zhang, Yuchen Huang, Fuyuan Zhang, Ran Lin, Huan Qian |
| 2024 | ECAI | VMFTransformer: An Angle-Preserving and Auto-Scaling Machine for Multi-Horizon Probabilistic Forecasting. | Yunyi Zhou, Ruohan Gao, Xinping Zheng, Yuchen Huang, Zhixuan Chu |
| 2024 | ICDE | TEngine: A Native Distributed Table Storage Engine. | Xiaopeng Fan, Song Yan, Yuchen Huang, Chuliang Weng |
| 2024 | ICDE | Neos: A NVMe-GPUs Direct Vector Service Buffer in User Space. | Yuchen Huang, Xiaopeng Fan, Song Yan, Chuliang Weng |
| 2023 | IJCAI | pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting. | Yunyi Zhou, Zhixuan Chu, Yijia Ruan, Ge Jin, Yuchen Huang, Sheng Li |
| 2022 | CIKM | Hierarchical Capsule Prediction Network for Marketing Campaigns Effect. | Zhixuan Chu, Hui Ding, Guang Zeng, Yuchen Huang, Tan Yan, Yulin Kang, Sheng Li |
| 2020 | IMC | FlashRoute: Efficient Traceroute on a Massive Scale. | Yuchen Huang, Michael Rabinovich, Rami Al-Dalky |
| 2018 | ICASSP | Emphatic Speech Generation with Conditioned Input Layer and Bidirectional LSTMS for Expressive Speech Synthesis. | Runnan Li, Zhiyong Wu, Yuchen Huang, Jia Jia, Helen Meng, Lianhong Cai |
| 2018 | SIGCOMM | CLICK-UP: Towards Software Upgrades of Click-driven Stateful Network Elements. | Junxiao Wang, Yuchen Huang, Heng Qi, Keqiu Li, Steve Uhlig |
| 2017 | Interspeech | Multi-Task Learning for Prosodic Structure Generation Using BLSTM RNN with Structured Output Layer. | Yuchen Huang, Zhiyong Wu, Runnan Li, Helen Meng, Lianhong Cai |
| 2016 | ICASSP | Question detection from acoustic features using recurrent neural network with gated recurrent unit. | Yaodong Tang, Yuchen Huang, Zhiyong Wu, Helen Meng, Mingxing Xu, Lianhong Cai |