| 2026 | AAAI | Can Editing LLMs Inject Harm? | Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu |
| 2026 | AAAI | Multiplicative Orthogonal Sequential Editing for Language Models. | Hao-Xiang Xu, Jun-Yu Ma, Ziqi Peng, Yuhao Sun, Zhen-Hua Ling, Jia-Chen Gu |
| 2026 | ACL | BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning. | Jia-Chen Gu, Junyi Zhang, Di Wu, Yuankai Li, Kai-Wei Chang, Nanyun Peng |
| 2026 | ACL | Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society. | Zheyuan Liu, Yixin Wan, Kai-Wei Chang, Meng Jiang, Jieyu Zhao, Nouha Dziri, Yuning Mao, Jia-Chen Gu, Jindong Gu |
| 2025 | ACL | MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization. | HangChen HangChen, Chao-Han Huck Yang, Jia-Chen Gu, Sabato Marco Siniscalchi, Jun Du |
| 2025 | EMNLP | CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. | Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang, Shumin Deng, Huajun Chen, Nanyun Peng |
| 2025 | ICLR | MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. | Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng |
| 2025 | ICLR | Perturbation-Restrained Sequential Model Editing. | Jun-Yu Ma, Hong Wang, Hao-Xiang Xu, Zhen-Hua Ling, Jia-Chen Gu |
| 2025 | ICLR | Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection. | Yun Zhu, Jia-Chen Gu, Caitlin Sikora, Ho Ko, Yinxiao Liu, Chu-Cheng Lin, Lei Shu, Liangchen Luo, Lei Meng, Bang Liu, Jindong Chen |
| 2025 | NAACL | BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression. | Yuankai Li, Jia-Chen Gu, Di Wu, Kai-Wei Chang, Nanyun Peng |
| 2025 | NAACL | Constraining Sequential Model Editing with Editing Anchor Compression. | Hao-Xiang Xu, Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang, Jia-Chen Gu |
| 2024 | ACL | X-ACE: Explainable and Multi-factor Audio Captioning Evaluation. | Qian Wang, Jia-Chen Gu, Zhen-Hua Ling |
| 2024 | EMNLP | Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue. | Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng |
| 2024 | EMNLP | Leveraging Large Language Models for NLG Evaluation: Advances and Challenges. | Zhen Li, Xiaohan Xu, Tao Shen, Can Xu, Jia-Chen Gu, Yuxuan Lai, Chongyang Tao, Shuai Ma |
| 2024 | EMNLP | Knowledge Mechanisms in Large Language Models: A Survey and Perspective. | Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang |
| 2024 | EMNLP | Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. | Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang |
| 2024 | ICASSP | Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval. | Qian Wang, Jia-Chen Gu, Zhen-Hua Ling |
| 2024 | ICML | Neighboring Perturbations of Knowledge Editing on Large Language Models. | Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang, Jia-Chen Gu |
| 2023 | ACL | GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding. | Jia-Chen Gu, Zhenhua Ling, Quan Liu, Cong Liu, Guoping Hu |
| 2023 | EMNLP | Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels. | Yue Chen, Tian-Wei He, Hongbin Zhou, Jia-Chen Gu, Heng Lu, Zhen-Hua Ling |
| 2023 | EMNLP | MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation. | Jia-Chen Gu, Chao-Hong Tan, Caiyuan Chu, Zhen-Hua Ling, Chongyang Tao, Quan Liu, Cong Liu |
| 2023 | EMNLP | Is ChatGPT a Good Multi-Party Conversation Solver? | Chao-Hong Tan, Jia-Chen Gu, Zhen-Hua Ling |
| 2022 | ACL | HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations. | Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang |
| 2022 | ACL | TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge. | Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang |
| 2022 | EMNLP | Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition. | Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu, Zhenhua Ling, Wu Guo, Quan Liu, Zhigang Chen, Cong Liu |
| 2022 | IJCAI | Who Says What to Whom: A Survey of Multi-Party Conversations. | Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling |
| 2021 | ACL | MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding. | Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng, Daxin Jiang |
| 2021 | EMNLP | Detecting Speaker Personas from Conversational Texts. | Jia-Chen Gu, Zhen-Hua Ling, Yu Wu, Quan Liu, Zhigang Chen, Xiaodan Zhu |
| 2021 | ICASSP | Have You Made a Decision? Where? A Pilot Study on Interpretability of Polarity Analysis Based on Advising Problem. | Tianda Li, Jia-Chen Gu, Hui Liu, Quan Liu, Zhen-Hua Ling, Zhiming Su, Xiaodan Zhu |
| 2021 | SIGIR | Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu |
| 2020 | CIKM | Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Tianda Li, Quan Liu, Zhen-Hua Ling, Zhiming Su, Si Wei, Xiaodan Zhu |
| 2020 | EMNLP | Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu |
| 2020 | IJCAI | End-to-End Transition-Based Online Dialogue Disentanglement. | Hui Liu, Zhan Shi, Jia-Chen Gu, Quan Liu, Si Wei, Xiaodan Zhu |
| 2019 | CIKM | Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Zhen-Hua Ling, Quan Liu |
| 2019 | EMNLP | Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu, Quan Liu |