Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
GFD-OPD: Guidance-Folded On-Policy Distillation of Diffusion Models Across ScalesZhipu AI · arXiv (Cornell University)Sep 30ScopeIF: Improving Scope-Aware Precise Instruction-Following in Large Language Models via Graded Reward ModelingZhipu AI · arXiv (Cornell University)Sep 26From Anomalies to Failures: Constructing Causal Error Graphs for Agentic Trace DiagnosisZhipu AI · arXiv (Cornell University)Sep 26MTAC-IFBench: Benchmarking Instruction-Following in Multi-Turn Agentic CodingZhipu AI · arXiv (Cornell University)Sep 14From Base Rollouts to RL Reasoning: A Budgeted Search PerspectiveZhipu AI · arXiv (Cornell University)Sep 1Towards Lightweight and Accurate Remote-Sensing Image Super-Resolution via Reparameterized Feature Enhancement NetworkZhipu AI · Remote SensingAug 22Generative Retrieval for Unsupervised Text-Based Person SearchZhipu AI · IEEE Transactions on Pattern Analysis and Machine IntelligenceJul 23EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific DiscoveryZhipu AI · arXiv (Cornell University)Jun 11Speech Meets ELF: Audio Conditional Continuous-Target Diffusion for Speech Recognition and TranslationZhipu AI · arXiv (Cornell University)Jun 9From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over MemoryZhipu AI · arXiv (Cornell University)Jun 7ProCrit: Self-Elicited Multi-Perspective Reasoning with Critic-Guided Revision for Multimodal Sarcasm DetectionZhipu AI · arXiv (Cornell University)May 20Modeling Music as a Time-Frequency Image: A 2D Tokenizer for Music GenerationZhipu AI · arXiv (Cornell University)May 15Suboptimal Kalman Filters with Multichannel Timedelay Measurements for Ship Navigation SafetyZhipu AI · International Conference on Computer Communication and Artificial Intelligence (CCAI)May 1Hybrid Attention Multi-Magnification Network for Visibility EstimationZhipu AI · IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI)May 1LPS-GNN: Deploying Graph Neural Networks on Graphs with 100-Billion EdgesZhipu AI · ACM Transactions on Knowledge Discovery from Data2 citationsMar 31UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-JudgeZhipu AI · Proceedings of the AAAI Conference on Artificial IntelligenceMar 14IF-RewardBench: Benchmarking Judge Models for Instruction-Following EvaluationZhipu AI · arXiv (Cornell University)Mar 5IF-RewardBench: Benchmarking Judge Models for Instruction-Following EvaluationZhipu AI · arXiv (Cornell University)Mar 5TraceSIR: A Multi-Agent Framework for Structured Analysis and Reporting of Agentic Execution TracesZhipu AI · arXiv (Cornell University)Feb 28Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation EvaluationZhipu AI · arXiv (Cornell University)Jan 12Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation EvaluationZhipu AI · arXiv (Cornell University)Jan 12Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation EvaluationZhipu AI · Annual Meeting of the Association for Computational Linguistics (ACL)1 citationJan 1Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric RewardsZhipu AI · Annual Meeting of the Association for Computational Linguistics (ACL)Jan 1IF-RewardBench: Benchmarking Judge Models for Instruction-Following EvaluationZhipu AI · Annual Meeting of the Association for Computational Linguistics (ACL)Jan 1Delving into Latent Spectral Biasing of Video VAEs for Superior DiffusabilityZhipu AI · Lecture notes in computer scienceJan 1