| 2026 | ACL | Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models. | Tingchen Fu, Yafu Li, Jiawei Gu, Xiaoye Qu, Yu Cheng |
| 2026 | ACL | The Best of Both Worlds: Combining Parallel and Sequential Inference Scaling via Aggregation Fine-Tuning. | Yafu Li, Zhilin Wang, Tingchen Fu, Ganqu Cui, Sen Yang, Yu Cheng |
| 2025 | EMNLP | Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness. | Tingchen Fu, Fazl Barez |
| 2025 | ICML | PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data. | Tingchen Fu, Mrinank Sharma, Philip Torr, Shay B. Cohen, David Krueger, Fazl Barez |
| 2025 | NAACL | Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts. | Tingchen Fu, Yupeng Hou, Julian J. McAuley, Rui Yan |
| 2024 | ACL | Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. | Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan |
| 2024 | ACL | BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models. | Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong |
| 2024 | ICLR | The Reasonableness Behind Unreasonable Translation Capability of Large Language Model. | Tingchen Fu, Lemao Liu, Deng Cai, Guoping Huang, Shuming Shi, Rui Yan |
| 2023 | ACL | On the Compositional Generalization in Versatile Open-domain Dialogue. | Tingchen Fu, Xueliang Zhao, Lemao Liu, Rui Yan |
| 2023 | ACL | SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation. | Xueliang Zhao, Tingchen Fu, Lemao Liu, Lingpeng Kong, Shuming Shi, Rui Yan |
| 2023 | EMNLP | Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue. | Tingchen Fu, Xueliang Zhao, Lemao Liu, Rui Yan |
| 2023 | KDD | Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations. | Tingchen Fu, Xueliang Zhao, Rui Yan |
| 2022 | ACL | There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory. | Tingchen Fu, Xueliang Zhao, Chongyang Tao, Ji-Rong Wen, Rui Yan |
| 2022 | EMNLP | There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning. | Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan |
| 2022 | EMNLP | Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. | Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2022 | NAACL | Learning to Express in Knowledge-Grounded Conversation. | Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan |