Jiaheng Liu

Long-form RewardBench: Evaluating Reward Models for Long-form Generation AAAI 2026 COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026 MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models EACL 2026 USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELS ACL 2026 When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors ACL 2026 CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization ACL 2026 Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026 Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning ACL 2026 ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding ACL 2026 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025 TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025 Quantification of Large Language Model Distillation ACL 2025 MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training ACL 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025 M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025 Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025 Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 ProgCo: Program Helps Self-Correction of Large Language Models ACL 2025 VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation ACL 2025 LIME: Less Is More for MLLM Evaluation ACL 2025 See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025 MIO: A Foundation Model on Multimodal Tokens EMNLP 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 OAgents: An Empirical Study of Building Effective Agents EMNLP 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks ICLR 2025 MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models ICLR 2025 MuPT: A Generative Symbolic Music Pretrained Transformer ICLR 2025 McEval: Massively Multilingual Code Evaluation ICLR 2025 DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models NAACL 2025 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision NAACL 2025 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NIPS 2024 DDK: Distilling Domain Knowledge for Efficient Large Language Models NIPS 2024 Compressing Large Language Models by Joint Sparsification and Quantization ICML 2024 OWL: A Large Language Model for IT Operations ICLR 2024 LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024 "Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts" ECCV 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NIPS 2024 GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NIPS 2024 Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024 UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024 LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024 MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024 Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024 E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024 ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024 RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models ACL 2024 m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt COLING 2024 M2C: Towards Automatic Multimodal Manga Complement EMNLP 2023 ICD-Face: Intra-class Compactness Distillation for Face Recognition ICCV 2023 GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds CVPR 2023 Adaptive Contrastive Knowledge Distillation for BERT Compression ACL 2023 CoupleFace: Relation Matters for Face Recognition Distillation ECCV 2022 LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022 AnchorFace: Boosting TAR@FAR for Practical Face Recognition AAAI 2022 Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval NAACL 2022 OneFace: One Threshold for All ECCV 2022 DAM: Discrepancy Alignment Metric for Face Recognition ICCV 2021 Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework AAAI 2020 Correlation Congruence for Knowledge Distillation ICCV 2019 Knowledge Distillation via Route Constrained Optimization ICCV 2019