| 2026 | AAAI | RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability. | Kaitong Cai, Jusheng Zhang, Yijia Fan, Jing Yang, Keze Wang |
| 2026 | AAAI | Cost-Effective Communication: An Auction-based Method for Language Agent Interaction. | Yijia Fan, Jusheng Zhang, Kaitong Cai, Jing Yang, Chengpei Tang, Jian Wang, Keze Wang |
| 2026 | AAAI | 3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale. | Yijia Fan, Jusheng Zhang, Kaitong Cai, Jing Yang, Jian Wang, Keze Wang |
| 2026 | AAAI | HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution. | Jinzhou Tang, Jusheng Zhang, Qinhan Lv, Sidi Liu, Jing Yang, Chengpei Tang, Keze Wang |
| 2026 | AAAI | Top-Down Semantic Refinement for Image Captioning. | Jusheng Zhang, Kaitong Cai, Jing Yang, Jian Wang, Chengpei Tang, Keze Wang |
| 2026 | AAAI | LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction. | Jusheng Zhang, Ningyuan Liu, Yijia Fan, Zihao Huang, Qinglin Zeng, Kaitong Cai, Jian Wang, Keze Wang |
| 2026 | ACL | Provably Safe Offline-to-Online RL: Decoupling Learning from Data-Driven Safety Enforcement. | Kaitong Cai, Jusheng Zhang, Keze Wang |
| 2026 | ACL | Nash-Pruned CredMAS: Dynamic Panel Pruning for VLM-MAS using Nash-based Selection and Doubly-Robust Credits. | Yijia Fan, Mingyu Liu, Jing Yang, Jian Wang, Keze Wang, Jusheng Zhang |
| 2026 | ACL | Reinforcement Learning for Diffusion LLMs via Energy-Based Gibbs Alignment. | Yijia Fan, Jing Yang, Mingyu Liu, Kaitong Cai, Jian Wang, Keze Wang, Jusheng Zhang |
| 2026 | ACL | RACC: Regret-Aware Confidence Calibration for Consistent Masked Discrete Diffusion Decoding. | Qinglin Zeng, Jusheng Zhang, Jing Yang, Ningyuan Liu, Keze Wang |
| 2025 | EMNLP | CCG: Rare-Label Prediction via Neural SEM-Driven Causal Game. | Yijia Fan, Jusheng Zhang, Kaitong Cai, Jing Yang, Keze Wang |
| 2025 | EMNLP | Towards More Efficient Post-training via Fourier Domain Adapter Framework. | Yijia Fan, Jusheng Zhang, Keze Wang |
| 2025 | EMNLP | DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off. | Jusheng Zhang, Yijia Fan, Kaitong Cai, Zimeng Huang, Xiaofei Sun, Jian Wang, Chengpei Tang, Keze Wang |
| 2025 | EMNLP | OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration. | Jusheng Zhang, Yijia Fan, Kaitong Cai, Xiaofei Sun, Keze Wang |
| 2025 | ICML | KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems. | Jusheng Zhang, Zimeng Huang, Yijia Fan, Ningyuan Liu, Mingyan Li, Zhuojie Yang, Jiawei Yao, Jian Wang, Keze Wang |
| 2025 | WACV | DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation. | Jiawei Yao, Jusheng Zhang, Xiaochao Pan, Tong Wu, Canran Xiao |