| 2026 | AAAI | PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models. | Ziyang Wang, Mengwei Li, Hao Yin, Wenhao Liu, Zilei Wang |
| 2026 | AAAI | Paper Folding Puzzles: Can Multimodal Large Language Models Perform Spatial Reasoning? | Dibin Zhou, Yantao Xu, Zongming Huang, Zengwei Yan, Wenhao Liu, Yongwei Miao, Jianfeng Ren, Fuchang Liu |
| 2026 | NDSS | Automating Function-Level TARA for Automotive Full-Lifecycle Security. | Yuqiao Yang, Yongzhao Zhang, Wenhao Liu, Jun Li, Pengtao Shi, DingYu Zhong, Jie Yang, Ting Chen, Sheng Cao, Yuntao Ren, Yongyue Wu, Xiaosong Zhang |
| 2025 | ACL | Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. | Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang |
| 2025 | ACL | STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework. | Wenhao Liu, Zhenyi Lu, Xinyu Hu, Jerry Zhang, Dailin Li, Jiacheng Cen, Huilin Cao, Haiteng Wang, Yuhan Li, Kun Xie, Dandan Li, Pei Zhang, Chengbo Zhang, Yuxiang Ren, Xiaohong Huang, Yan Ma |
| 2025 | CogSci | SpikeBERT: A Language Understanding Spiking Neural Network Learned from BERT with Knowledge Distillation. | Changze Lv, Tianlong Li, Xiaohua Wang, Muling Wu, Wenhao Liu, Shihan Dou, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | COLING | Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective. | Tianlong Li, Zhenghua Wang, Wenhao Liu, Muling Wu, Shihan Dou, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | EMNLP | UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation. | Tianlong Li, Wenhao Liu, Muling Wu, Shihan Dou, Zhenghua Wang, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | ICML | KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search. | Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu |
| 2025 | IJCAI | scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data. | Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang |
| 2025 | ICRA | A Bio-Inspired Sand-Rolling Robot: Effect of Body Shape on Sand Rolling Performance. | Xingjue Liao, Wenhao Liu, Hao Wu, Feifei Qian |
| 2025 | IROS | Safe and Efficient Navigation for Differential-Drive Robots in Dynamic Pedestrian Environments. | Wenhao Liu, Letian Fu, Chen Li, Wanlei Li, Yunjiang Lou |
| 2024 | ACL | Aligning Large Language Models with Human Preferences through Representation Engineering. | Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang |
| 2024 | ACL | Advancing Parameter Efficiency in Fine-tuning via Representation Editing. | Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang |
| 2024 | CCS | UWBAD: Towards Effective and Imperceptible Jamming Attacks Against UWB Ranging Systems with COTS Chips. | Yuqiao Yang, Zhongjie Wu, Yongzhao Zhang, Ting Chen, Jun Li, Jie Yang, Wenhao Liu, Xiaosong Zhang, Ruicong Shi, Jingwei Li, Yu Jiang, Zhuo Su |
| 2024 | EACL | Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. | Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou |
| 2024 | EMNLP | Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. | Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang |
| 2024 | EuroPar | Hurry: Dynamic Collaborative Framework For Low-Orbit Mega-Constellation Data Downloading. | Handong Luo, Wenhao Liu, Qi Zhang, Ziheng Yang, Quanwei Lin, Wenjun Zhu, Kun Qiu, Zhe Chen, Yue Gao |
| 2024 | ISCAS | A 6-W AC-Coupled, Two-Step Incremental ∆Σ ADC for High-Density Neural Recording. | Xiangwei Zhang, Wenhao Liu, Han Yang, Ying Hou, Xiaosong Wang, Yu Liu |
| 2024 | ISIT | Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity. | Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou |
| 2024 | ITW | On the I/O Cost of Linear Repair Schemes for Arbitrary $(n,k)$ Reed-Solomon Codes. | Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou |
| 2024 | WISE | Implicit-Relation Knowledge Distillation for Robust Recommendations. | Wenhao Liu, Sui Lin, Lanjun Li |
| 2023 | ACL | CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization. | Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani |
| 2023 | ACL | Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting. | Zahra Fatemi, Chen Xing, Wenhao Liu, Caiming Xiong |
| 2023 | EMNLP | Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. | Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang |
| 2023 | IGARSS | Evaluation of Atmospheric Pollution and Estimation of Remaining Atmospheric Environmental Capacity in Xuzhou City. | Shuhui Wu, Yong Xue, Yuxin Sun, Chunlin Jin, Xingxing Jiang, Xi Lu, Wenhao Liu |
| 2023 | IGARSS | Numerical Simulation of a Primary Air Pollution Process in Beijing-Tianjin-Hebei Region based on WRF-Chem. | Jian Gao, Xiaolu Ling, Wenhao Liu, Yong Xue, Zeyu Tang |
| 2023 | IGARSS | Monitoring of Xch4 Changes and Anomaly in Hebei Province, China Based on Tropomi. | Botao He, Yong Xue, Xi Lu, Chunlin Jin, Shengwei Li, Wenhao Liu, Peng Wang, Xiangkai Wang, Pei Li |
| 2023 | IGARSS | Estimation Of Regional Air Pollution In Xuzhou City Based On WRF-Chem Model. | Wenhao Liu, Yong Xue, Xiaolu Ling, Jian Gao, Zeyu Tang, Shuhui Wu, Botao He |
| 2022 | ACL | DialFact: A Benchmark for Fact-Checking in Dialogue. | Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong |
| 2022 | ACL | QAConv: Question Answering on Informative Conversations. | Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong |
| 2022 | ECCV | Open Vocabulary Object Detection with Pseudo Bounding-Box Labels. | Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong |
| 2022 | EMNLP | Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. | Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani |
| 2022 | EMNLP | HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models. | Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski |
| 2022 | EMNLP | Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets. | Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong |
| 2022 | IGARSS | Estimation of Surface-Level Ozone Mass Concentration Using Tropomi Data and Source-Sink Analysis Over China. | Xiangkai Wang, Yong Xue, Chunlin Jin, Yuxin Sun, Wenhao Liu, Botao He, Xi Lu |
| 2022 | IGARSS | Temporal and Spatial Distribution of Atmospheric CH4 Concentration and Estimation of Animal Husbandry Emissions in Hebei Province. | Botao He, Yong Xue, Xiaolu Ling, Xi Lu, Wenhao Liu, Xiangkai Wang |
| 2022 | IGARSS | RESEARCH ON THE POTENTIAL EMISSION SOURCE AREAS OF THE PRIMARY AIR POLLUTANTS IN XUZHOU CITY. | Wenhao Liu, Yong Xue, Xiaolu Ling, Yuxin Sun, Xingxing Jiang, Xiangkai Wang, Botao He |
| 2022 | NAACL | QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization. | Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong |
| 2022 | NAACL | A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. | Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong |
| 2022 | NAACL | Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation. | Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong |
| 2022 | NAACL | MixQG: Neural Question Generation with Mixed Answer Types. | Lidiya Murakhovs'ka, Chien-Sheng Wu, Philippe Laban, Tong Niu, Wenhao Liu, Caiming Xiong |
| 2022 | NAACL | Exploring Neural Models for Query-Focused Summarization. | Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu |
| 2021 | ACL | Controllable Abstractive Dialogue Summarization with Sketch Supervision. | Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong |
| 2021 | WSDM | QueryBlazer: Efficient Query Autocompletion Framework. | Young Mo Kang, Wenhao Liu, Yingbo Zhou |
| 2020 | EMNLP | Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging. | Semih Yavuz, Kazuma Hashimoto, Wenhao Liu, Nitish Shirish Keskar, Richard Socher, Caiming Xiong |
| 2020 | EMNLP | Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. | Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong |
| 2015 | UAI | Complexity of the Exact Solution to the Test Sequencing Problem. | Wenhao Liu, Ross D. Shachter |