| 2026 | ACL | To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? | Luoming Hu, Liang Yang, Jingjie Zeng, Zijie Xing |
| 2026 | ACL | GLA: Grounding Large Language Models in Molecular Hierarchy for Chemical Understanding. | Yingxu Li, Jingjie Zeng, Zekun Wang, Hongfei Lin, Liang Yang |
| 2026 | ACL | LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport. | Zekun Wang, Jingjie Zeng, Yingxu Li, Hongfei Lin, Liang Yang |
| 2026 | ACL | CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension. | Jingjie Zeng, Huayang Li, Liang Yang, Yuanyuan Sun, Shaowu Zhang, Hongfei Lin |
| 2026 | ACL | Mechanistic Insights into Deferred Semantic Drift in LLMs. | Jingjie Zeng, Huayang Li, Liang Yang, Shaowu Zhang, Yuanyuan Sun, Hongfei Lin |
| 2025 | ACL | STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection. | Zewen Bai, Liang Yang, Shengdi Yin, Junyu Lu, Jingjie Zeng, Haohao Zhu, Yuanyuan Sun, Hongfei Lin |
| 2025 | ACL | It's Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? | Jingjie Zeng, Huayang Li, Liang Yang, Yuanyuan Sun, Hongfei Lin |
| 2025 | ACL | Sheep's Skin, Wolf's Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? | Jingjie Zeng, Liang Yang, Zekun Wang, Yuanyuan Sun, Hongfei Lin |
| 2025 | EMNLP | Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations. | Zekun Wang, Jingjie Zeng, Yingxu Li, Liang Yang, Hongfei Lin |
| 2025 | EMNLP | Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning. | Qi Yang, Jingjie Zeng, Liang Yang, Kai Ma, Hongfei Lin |
| 2024 | COLING | "Barking up the Right Tree", a GAN-Based Pun Generation Model through Semantic Pruning. | Jingjie Zeng, Liang Yang, Jiahao Kang, Yufeng Diao, Zhihao Yang, Hongfei Lin |
| 2024 | EMNLP | Exploring the Capability of Multimodal LLMs with Yonkoma Manga: The YManga Dataset and Its Challenging Tasks. | Qi Yang, Jingjie Zeng, Liang Yang, Zhihao Yang, Hongfei Lin |
| 2021 | EMNLP | Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification. | Shuqun Li, Liang Yang, Weidong He, Shiqi Zhang, Jingjie Zeng, Hongfei Lin |
| 2020 | ICMI | Leniency to those who confess?: Predicting the Legal Judgement via Multi-Modal Analysis. | Liang Yang, Jingjie Zeng, Tao Peng, Xi Luo, Jinghui Zhang, Hongfei Lin |