| 2026 | AAAI | DeCoRL: Decoupling Reasoning Chains via Parallel Sub-Step Generation and Cascaded Reinforcement for Interpretable and Scalable RLHF. | Ziyuan Gao, Di Liang, Xianjie Wu, Philippe Morel, Minlong Peng |
| 2026 | ACL | Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning. | Zekai Lin, Chao Xue, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Lei Jiang, Yu Lu, Bob Simons, Shuang Liang, Minlong Peng |
| 2026 | ACL | Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories. | Peiyang Liu, Zhirui Chen, Xi Wang, Di Liang, Youru Li, Zhi Cai, Wei Ye |
| 2026 | ACL | Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | ACL | Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | INFOCOM | CSTDFormer: Empowering Transformers to Learn Spatio-Temporal Delays via Contrastive Learning. | En Wang, Jiajian Lv, Di Liang, Zidie Zhou, Wenbin Liu, Mijia Zhang, Ruijia Wang |
| 2026 | WWW | MMTableBench: A Multi-level Multimodal Benchmark for Reasoning and Layout Complexity in Table QA. | Xianjie Wu, Xiaohang Xu, Tingyu Jiang, Jian Yang, Di Liang, Xianfu Cheng, Zhenhe Wu, Linzheng Chai, Wei Zhang, Jiaheng Liu, Ge Zhang, Bob Simons, Tongliang Li, Zhoujun Li |
| 2026 | SIGIR | Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation. | Peiyang Liu, Ziqiang Cui, Xi Wang, Di Liang, Wei Ye |
| 2026 | SIGIR | Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation. | Peiyang Liu, Qiang Yan, Ziqiang Cui, Di Liang, Xi Wang, Wei Ye |
| 2025 | AAAI | TableBench: A Comprehensive and Complex Benchmark for Table Question Answering. | Xianjie Wu, Jian Yang, Linzheng Chai, Ge Zhang, Jiaheng Liu, Xeron Du, Di Liang, Daixin Shu, Xianfu Cheng, Tianzhen Sun, Tongliang Li, Zhoujun Li, Guanglin Niu |
| 2025 | DASFAA | Breaking Size Barrier: Enhancing Reasoning for Large-Size Table Question Answering. | Xianjie Wu, Di Liang, Jian Yang, Xianfu Cheng, Linzheng Chai, Tongliang Li, Liqun Yang, Zhoujun Li |
| 2025 | EMNLP | Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling. | Xiaoyu Liu, Di Liang, Hongyu Shan, Peiyang Liu, Yonghao Liu, Muling Wu, Yuntao Li, Xianjie Wu, Li Miao, Jiangrong Shen, Minlong Peng |
| 2025 | EMNLP | Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance. | Yao Wang, Di Liang, Minlong Peng |
| 2025 | ICASSP | Unleashing Potential of Evidence in Knowledge-Intensive Dialogue Generation. | Xianjie Wu, Jian Yang, Tongliang Li, Shiwei Zhang, Yiyang Du, Linzheng Chai, Di Liang, Zhoujun Li |
| 2024 | AAAI | Question Calibration and Multi-Hop Modeling for Temporal Question Answering. | Chao Xue, Di Liang, Pengfei Wang, Jing Zhang |
| 2024 | ECAI | Comateformer: Combined Attention Transformer for Semantic Sentence Matching. | Bo Li, Di Liang, Zixin Zhang |
| 2024 | ICASSP | Frame-Wise Streaming end-to-end Speaker Diarization with Non-Autoregressive Self-Attention-Based Attractors. | Di Liang, Nian Shao, Xiaofei Li |
| 2024 | ICASSP | Local and Global: Text Matching Via Syntax Graph Calibration. | Liang Li, Qisheng Liao, Meiting Lai, Di Liang, Shangsong Liang |
| 2024 | IJCAI | Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference. | Yonghao Liu, Mengyu Li, Di Liang, Ximing Li, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 2023 | ICASSP | Time-Aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering. | Yonghao Liu, Di Liang, Fang Fang, Sirui Wang, Wei Wu, Rui Jiang |
| 2023 | ICASSP | Dual Path Modeling for Semantic Matching by Perceiving Subtle Conflicts. | Chao Xue, Di Liang, Sirui Wang, Jing Zhang, Wei Wu |
| 2023 | IJCAI | Local and Global: Temporal Question Answering via Information Fusion. | Yonghao Liu, Di Liang, Mengyu Li, Fausto Giunchiglia, Ximing Li, Sirui Wang, Wei Wu, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 2022 | ACL | CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. | Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang |
| 2022 | ACL | Robust Lottery Tickets for Pre-trained Language Models. | Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2022 | COLING | DABERT: Dual Attention Enhanced BERT for Semantic Matching. | Sirui Wang, Di Liang, Jian Song, Yuntao Li, Wei Wu |
| 2022 | EMNLP | Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion. | Jian Song, Di Liang, Rumei Li, Yuntao Li, Sirui Wang, Minlong Peng, Wei Wu, Yongxin Yu |
| 2022 | IJCAI | Searching for Optimal Subword Tokenization in Cross-domain NER. | Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui |
| 2020 | ISCAS | A 22 Gb/s Directly Modulated Optical Injection-Locked Quantum-Dot Microring Laser Transmitter with Integrated CMOS Driver. | Yang-Hang Fan, Sudharsanan Srinivasan, Yingtao Hu, Di Liang, Ruida Liu, Ankur Kumar, Erwen Li, Zhihong Huang, Raymond G. Beausoleil, Samuel Palermo |
| 2019 | EMNLP | Asynchronous Deep Interaction Network for Natural Language Inference. | Di Liang, Fubao Zhang, Qi Zhang, Xuanjing Huang |
| 2019 | SIGIR | Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection. | Di Liang, Fubao Zhang, Weidong Zhang, Qi Zhang, Jinlan Fu, Minlong Peng, Tao Gui, Xuanjing Huang |
| 2018 | EMNLP | Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging. | Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding, Xuanjing Huang |
| 2018 | ICONIP | An Adaptive Ant Colony System for Public Bicycle Scheduling Problem. | Di Liang, Zhi-Hui Zhan, Jun Zhang |
| 2015 | ICMLC | Static output feedback control for H∞ stability and consensus of nonlinear complex dynamical networks. | Ao Dun, Lili Xia, Di Liang, Yu Zhao |